Cargando…

Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening

BACKGROUND: Brain cancer is the leading cause of cancer-related death in children. Early detection and serial monitoring are essential for better therapeutic outcomes. Liquid biopsy has recently emerged as a promising approach for detecting these tumors by screening body fluids for the presence of c...

Descripción completa

Detalles Bibliográficos
Autores principales: Kojic, Marija, Maybury, Mellissa K, Waddell, Nicola, Koufariotis, Lambros T, Addala, Venkateswar, Millar, Amanda, Wood, Scott, Pearson, John V, Hansford, Jordan R, Hassall, Tim, Wainwright, Brandon J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10398816/
https://www.ncbi.nlm.nih.gov/pubmed/36757207
http://dx.doi.org/10.1093/neuonc/noad032
_version_ 1785084113185669120
author Kojic, Marija
Maybury, Mellissa K
Waddell, Nicola
Koufariotis, Lambros T
Addala, Venkateswar
Millar, Amanda
Wood, Scott
Pearson, John V
Hansford, Jordan R
Hassall, Tim
Wainwright, Brandon J
author_facet Kojic, Marija
Maybury, Mellissa K
Waddell, Nicola
Koufariotis, Lambros T
Addala, Venkateswar
Millar, Amanda
Wood, Scott
Pearson, John V
Hansford, Jordan R
Hassall, Tim
Wainwright, Brandon J
author_sort Kojic, Marija
collection PubMed
description BACKGROUND: Brain cancer is the leading cause of cancer-related death in children. Early detection and serial monitoring are essential for better therapeutic outcomes. Liquid biopsy has recently emerged as a promising approach for detecting these tumors by screening body fluids for the presence of circulating tumor DNA (ctDNA). Here we tested the limits of liquid biopsy using patient-specific somatic mutations to detect and monitor primary and metastatic pediatric brain cancer. METHODS: Somatic mutations were identified in 3 ependymoma, 1 embryonal tumor with multilayered rosettes, 1 central nervous system neuroblastoma, and 7 medulloblastoma patients. The mutations were used as liquid biomarkers for serial assessment of cerebrospinal fluid (CSF) samples using a droplet digital PCR (ddPCR) system. The findings were correlated to the imaging data and clinical assessment to evaluate the utility of the approach for clinical translation. RESULTS: We developed personalized somatic mutation ddPCR assays which we show are highly specific, sensitive, and efficient in detection and monitoring of ctDNA, with a positive correlation between presence of ctDNA, disease course, and clinical outcomes in the majority of patients. CONCLUSIONS: We demonstrate the feasibility and clinical utility of personalized mutation-based liquid biopsy for the surveillance of brain cancer in children. However, even with this specific and sensitive approach, we identified some potential false negative analyses. Overall, our results indicate that changes in ctDNA profiles over time demonstrate the great potential of our specific approach for predicting tumor progression, burden, and response to treatment.
format Online
Article
Text
id pubmed-10398816
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-103988162023-08-04 Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening Kojic, Marija Maybury, Mellissa K Waddell, Nicola Koufariotis, Lambros T Addala, Venkateswar Millar, Amanda Wood, Scott Pearson, John V Hansford, Jordan R Hassall, Tim Wainwright, Brandon J Neuro Oncol Pediatric Neuro-Oncology BACKGROUND: Brain cancer is the leading cause of cancer-related death in children. Early detection and serial monitoring are essential for better therapeutic outcomes. Liquid biopsy has recently emerged as a promising approach for detecting these tumors by screening body fluids for the presence of circulating tumor DNA (ctDNA). Here we tested the limits of liquid biopsy using patient-specific somatic mutations to detect and monitor primary and metastatic pediatric brain cancer. METHODS: Somatic mutations were identified in 3 ependymoma, 1 embryonal tumor with multilayered rosettes, 1 central nervous system neuroblastoma, and 7 medulloblastoma patients. The mutations were used as liquid biomarkers for serial assessment of cerebrospinal fluid (CSF) samples using a droplet digital PCR (ddPCR) system. The findings were correlated to the imaging data and clinical assessment to evaluate the utility of the approach for clinical translation. RESULTS: We developed personalized somatic mutation ddPCR assays which we show are highly specific, sensitive, and efficient in detection and monitoring of ctDNA, with a positive correlation between presence of ctDNA, disease course, and clinical outcomes in the majority of patients. CONCLUSIONS: We demonstrate the feasibility and clinical utility of personalized mutation-based liquid biopsy for the surveillance of brain cancer in children. However, even with this specific and sensitive approach, we identified some potential false negative analyses. Overall, our results indicate that changes in ctDNA profiles over time demonstrate the great potential of our specific approach for predicting tumor progression, burden, and response to treatment. Oxford University Press 2023-02-09 /pmc/articles/PMC10398816/ /pubmed/36757207 http://dx.doi.org/10.1093/neuonc/noad032 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Pediatric Neuro-Oncology
Kojic, Marija
Maybury, Mellissa K
Waddell, Nicola
Koufariotis, Lambros T
Addala, Venkateswar
Millar, Amanda
Wood, Scott
Pearson, John V
Hansford, Jordan R
Hassall, Tim
Wainwright, Brandon J
Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title_full Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title_fullStr Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title_full_unstemmed Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title_short Efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
title_sort efficient detection and monitoring of pediatric brain malignancies with liquid biopsy based on patient-specific somatic mutation screening
topic Pediatric Neuro-Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10398816/
https://www.ncbi.nlm.nih.gov/pubmed/36757207
http://dx.doi.org/10.1093/neuonc/noad032
work_keys_str_mv AT kojicmarija efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT mayburymellissak efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT waddellnicola efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT koufariotislambrost efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT addalavenkateswar efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT millaramanda efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT woodscott efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT pearsonjohnv efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT hansfordjordanr efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT hassalltim efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening
AT wainwrightbrandonj efficientdetectionandmonitoringofpediatricbrainmalignancieswithliquidbiopsybasedonpatientspecificsomaticmutationscreening