Cargando…

Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer

SIMPLE SUMMARY: Cancer in the stomach and oesophagus is deadly when discovered at a late stage. There are no good biomarkers for its detection or for making a prognostic prediction. In this study, we evaluate the analysis of cell-free DNA as a prognostic cancer biomarker. Cell-free DNA is DNA releas...

Descripción completa

Detalles Bibliográficos
Autores principales: Wallander, Karin, Haider, Zahra, Jeggari, Ashwini, Foroughi-Asl, Hassan, Gellerbring, Anna, Lyander, Anna, Chozhan, Athithyan, Cuba Gyllensten, Ollanta, Hägglund, Moa, Wirta, Valtteri, Nordenskjöld, Magnus, Lindblad, Mats, Tham, Emma
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954085/
https://www.ncbi.nlm.nih.gov/pubmed/36831507
http://dx.doi.org/10.3390/cancers15041160
_version_ 1784894039281106944
author Wallander, Karin
Haider, Zahra
Jeggari, Ashwini
Foroughi-Asl, Hassan
Gellerbring, Anna
Lyander, Anna
Chozhan, Athithyan
Cuba Gyllensten, Ollanta
Hägglund, Moa
Wirta, Valtteri
Nordenskjöld, Magnus
Lindblad, Mats
Tham, Emma
author_facet Wallander, Karin
Haider, Zahra
Jeggari, Ashwini
Foroughi-Asl, Hassan
Gellerbring, Anna
Lyander, Anna
Chozhan, Athithyan
Cuba Gyllensten, Ollanta
Hägglund, Moa
Wirta, Valtteri
Nordenskjöld, Magnus
Lindblad, Mats
Tham, Emma
author_sort Wallander, Karin
collection PubMed
description SIMPLE SUMMARY: Cancer in the stomach and oesophagus is deadly when discovered at a late stage. There are no good biomarkers for its detection or for making a prognostic prediction. In this study, we evaluate the analysis of cell-free DNA as a prognostic cancer biomarker. Cell-free DNA is DNA released from any tissue to a body fluid. When there is a tumour in the body, some of the cell-free DNA will come from that tumour, and it can be detected in a blood sample. We show that the detection of cell-free DNA from the cancer correlates to a worse prognosis than when no tumour DNA is detected. We also show that the method of analysis is important. Either a tissue biopsy must be included as a validation of the genetic variants detected or analysis of the blood cells or another blood sample after tumour resection needs to be analysed to improve detection. ABSTRACT: In this longitudinal study, cell-free tumour DNA (a liquid biopsy) from plasma was explored as a prognostic biomarker for gastro-oesophageal cancer. Both tumour-informed and tumour-agnostic approaches for plasma variant filtering were evaluated in 47 participants. This was possible through sequencing of DNA from tissue biopsies from all participants and cell-free DNA from plasma sampled before and after surgery (n = 42), as well as DNA from white blood cells (n = 21) using a custom gene panel with and without unique molecular identifiers (UMIs). A subset of the plasma samples (n = 12) was also assayed with targeted droplet digital PCR (ddPCR). In 17/31 (55%) diagnostic plasma samples, tissue-verified cancer-associated variants could be detected by the gene panel. In the tumour-agnostic approach, 26 participants (59%) had cancer-associated variants, and UMIs were necessary to filter the true variants from the technical artefacts. Additionally, clonal haematopoietic variants could be excluded using the matched white blood cells or follow-up plasma samples. ddPCR detected its targets in 10/12 (83%) and provided an ultra-sensitive method for follow-up. Detectable cancer-associated variants in plasma correlated to a shorter overall survival and shorter time to progression, with a significant correlation for the tumour-informed approaches. In summary, liquid biopsy gene panel sequencing using a tumour-agnostic approach can be applied to all patients regardless of the presence of a tissue biopsy, although this requires UMIs and the exclusion of clonal haematopoietic variants. However, if sequencing data from tumour biopsies are available, a tumour-informed approach improves the value of cell-free tumour DNA as a negative prognostic biomarker in gastro-oesophageal cancer patients.
format Online
Article
Text
id pubmed-9954085
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99540852023-02-25 Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer Wallander, Karin Haider, Zahra Jeggari, Ashwini Foroughi-Asl, Hassan Gellerbring, Anna Lyander, Anna Chozhan, Athithyan Cuba Gyllensten, Ollanta Hägglund, Moa Wirta, Valtteri Nordenskjöld, Magnus Lindblad, Mats Tham, Emma Cancers (Basel) Article SIMPLE SUMMARY: Cancer in the stomach and oesophagus is deadly when discovered at a late stage. There are no good biomarkers for its detection or for making a prognostic prediction. In this study, we evaluate the analysis of cell-free DNA as a prognostic cancer biomarker. Cell-free DNA is DNA released from any tissue to a body fluid. When there is a tumour in the body, some of the cell-free DNA will come from that tumour, and it can be detected in a blood sample. We show that the detection of cell-free DNA from the cancer correlates to a worse prognosis than when no tumour DNA is detected. We also show that the method of analysis is important. Either a tissue biopsy must be included as a validation of the genetic variants detected or analysis of the blood cells or another blood sample after tumour resection needs to be analysed to improve detection. ABSTRACT: In this longitudinal study, cell-free tumour DNA (a liquid biopsy) from plasma was explored as a prognostic biomarker for gastro-oesophageal cancer. Both tumour-informed and tumour-agnostic approaches for plasma variant filtering were evaluated in 47 participants. This was possible through sequencing of DNA from tissue biopsies from all participants and cell-free DNA from plasma sampled before and after surgery (n = 42), as well as DNA from white blood cells (n = 21) using a custom gene panel with and without unique molecular identifiers (UMIs). A subset of the plasma samples (n = 12) was also assayed with targeted droplet digital PCR (ddPCR). In 17/31 (55%) diagnostic plasma samples, tissue-verified cancer-associated variants could be detected by the gene panel. In the tumour-agnostic approach, 26 participants (59%) had cancer-associated variants, and UMIs were necessary to filter the true variants from the technical artefacts. Additionally, clonal haematopoietic variants could be excluded using the matched white blood cells or follow-up plasma samples. ddPCR detected its targets in 10/12 (83%) and provided an ultra-sensitive method for follow-up. Detectable cancer-associated variants in plasma correlated to a shorter overall survival and shorter time to progression, with a significant correlation for the tumour-informed approaches. In summary, liquid biopsy gene panel sequencing using a tumour-agnostic approach can be applied to all patients regardless of the presence of a tissue biopsy, although this requires UMIs and the exclusion of clonal haematopoietic variants. However, if sequencing data from tumour biopsies are available, a tumour-informed approach improves the value of cell-free tumour DNA as a negative prognostic biomarker in gastro-oesophageal cancer patients. MDPI 2023-02-11 /pmc/articles/PMC9954085/ /pubmed/36831507 http://dx.doi.org/10.3390/cancers15041160 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wallander, Karin
Haider, Zahra
Jeggari, Ashwini
Foroughi-Asl, Hassan
Gellerbring, Anna
Lyander, Anna
Chozhan, Athithyan
Cuba Gyllensten, Ollanta
Hägglund, Moa
Wirta, Valtteri
Nordenskjöld, Magnus
Lindblad, Mats
Tham, Emma
Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title_full Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title_fullStr Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title_full_unstemmed Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title_short Sensitive Detection of Cell-Free Tumour DNA Using Optimised Targeted Sequencing Can Predict Prognosis in Gastro-Oesophageal Cancer
title_sort sensitive detection of cell-free tumour dna using optimised targeted sequencing can predict prognosis in gastro-oesophageal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954085/
https://www.ncbi.nlm.nih.gov/pubmed/36831507
http://dx.doi.org/10.3390/cancers15041160
work_keys_str_mv AT wallanderkarin sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT haiderzahra sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT jeggariashwini sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT foroughiaslhassan sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT gellerbringanna sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT lyanderanna sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT chozhanathithyan sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT cubagyllenstenollanta sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT hagglundmoa sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT wirtavaltteri sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT nordenskjoldmagnus sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT lindbladmats sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer
AT thamemma sensitivedetectionofcellfreetumourdnausingoptimisedtargetedsequencingcanpredictprognosisingastrooesophagealcancer