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Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia

BACKGROUND: AML is a heterogeneous disease, and despite intensive therapy, recurrence is still high in AML patients who achieve the criterion for cytomorphologic remission (residual tumor burden [measurable residual disease, MRD]<5%). This study aimed to develop a targeted next-generation sequenc...

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Autores principales: Kim, Jin Ju, Jang, Ji Eun, Lee, Hyeon Ah, Park, Mi Ri, Kook, Hye Won, Lee, Seung-Tae, Choi, Jong Rak, Min, Yoo Hong, Shin, Saeam, Cheong, June-Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society for Laboratory Medicine 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989530/
https://www.ncbi.nlm.nih.gov/pubmed/36843401
http://dx.doi.org/10.3343/alm.2023.43.4.328
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author Kim, Jin Ju
Jang, Ji Eun
Lee, Hyeon Ah
Park, Mi Ri
Kook, Hye Won
Lee, Seung-Tae
Choi, Jong Rak
Min, Yoo Hong
Shin, Saeam
Cheong, June-Won
author_facet Kim, Jin Ju
Jang, Ji Eun
Lee, Hyeon Ah
Park, Mi Ri
Kook, Hye Won
Lee, Seung-Tae
Choi, Jong Rak
Min, Yoo Hong
Shin, Saeam
Cheong, June-Won
author_sort Kim, Jin Ju
collection PubMed
description BACKGROUND: AML is a heterogeneous disease, and despite intensive therapy, recurrence is still high in AML patients who achieve the criterion for cytomorphologic remission (residual tumor burden [measurable residual disease, MRD]<5%). This study aimed to develop a targeted next-generation sequencing (NGS) panel to detect MRD in AML patients and validate its performance. METHODS: We designed an error-corrected, targeted MRD-NGS panel without using physical molecular barcodes, including 24 genes. Fifty-four bone marrow and peripheral blood samples from 23 AML patients were sequenced using the panel. The panel design was validated using reference material, and accuracy was assessed using droplet digital PCR. RESULTS: Dilution tests showed excellent linearity and a strong correlation between expected and observed clonal frequencies (R>0.99). The test reproducibly detected MRD in three dilution series samples, with a sensitivity of 0.25% for single-nucleotide variants. More than half of samples from patients with morphologic remission after one month of chemotherapy had detectable mutations. NGS-MRD positivity for samples collected after one month of chemotherapy tended to be associated with poor overall survival and progression-free survival. CONCLUSIONS: Our highly sensitive and accurate NGS-MRD panel can be readily used to monitor most AML patients in clinical practice, including patients without gene rearrangement. In addition, this NGS-MRD panel may allow the detection of newly emerging clones during clinical relapse, leading to more reliable prognoses of AML.
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spelling pubmed-99895302023-03-08 Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia Kim, Jin Ju Jang, Ji Eun Lee, Hyeon Ah Park, Mi Ri Kook, Hye Won Lee, Seung-Tae Choi, Jong Rak Min, Yoo Hong Shin, Saeam Cheong, June-Won Ann Lab Med Original Article BACKGROUND: AML is a heterogeneous disease, and despite intensive therapy, recurrence is still high in AML patients who achieve the criterion for cytomorphologic remission (residual tumor burden [measurable residual disease, MRD]<5%). This study aimed to develop a targeted next-generation sequencing (NGS) panel to detect MRD in AML patients and validate its performance. METHODS: We designed an error-corrected, targeted MRD-NGS panel without using physical molecular barcodes, including 24 genes. Fifty-four bone marrow and peripheral blood samples from 23 AML patients were sequenced using the panel. The panel design was validated using reference material, and accuracy was assessed using droplet digital PCR. RESULTS: Dilution tests showed excellent linearity and a strong correlation between expected and observed clonal frequencies (R>0.99). The test reproducibly detected MRD in three dilution series samples, with a sensitivity of 0.25% for single-nucleotide variants. More than half of samples from patients with morphologic remission after one month of chemotherapy had detectable mutations. NGS-MRD positivity for samples collected after one month of chemotherapy tended to be associated with poor overall survival and progression-free survival. CONCLUSIONS: Our highly sensitive and accurate NGS-MRD panel can be readily used to monitor most AML patients in clinical practice, including patients without gene rearrangement. In addition, this NGS-MRD panel may allow the detection of newly emerging clones during clinical relapse, leading to more reliable prognoses of AML. Korean Society for Laboratory Medicine 2023-07-01 2023-02-24 /pmc/articles/PMC9989530/ /pubmed/36843401 http://dx.doi.org/10.3343/alm.2023.43.4.328 Text en © Korean Society for Laboratory Medicine https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Kim, Jin Ju
Jang, Ji Eun
Lee, Hyeon Ah
Park, Mi Ri
Kook, Hye Won
Lee, Seung-Tae
Choi, Jong Rak
Min, Yoo Hong
Shin, Saeam
Cheong, June-Won
Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title_full Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title_fullStr Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title_full_unstemmed Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title_short Development of a Next-generation Sequencing-based Gene Panel Test to Detect Measurable Residual Disease in Acute Myeloid Leukemia
title_sort development of a next-generation sequencing-based gene panel test to detect measurable residual disease in acute myeloid leukemia
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989530/
https://www.ncbi.nlm.nih.gov/pubmed/36843401
http://dx.doi.org/10.3343/alm.2023.43.4.328
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