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SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES
Paediatric solid tumours are the leading cause of cancer related death amongst children. Identification of paediatric-specific targeted therapies necessitates the use of paediatric cancer models that faithfully recapitulate the patient’s disease. In adult cancers, comprehensive cell line repositorie...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402360/ http://dx.doi.org/10.1093/noajnl/vdad070.119 |
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author | Daniel, Paul Sun, Claire Xin Bradshaw, Gabrielle Shi, Hui Loi, Melissa Chew, Nicole Parackal, Sarah Tsui, Vanessa Liang, Yuqing Koptyra, Mateusz Adjumain, Shazia Sun, Christie Chong, Wai Chin Fernando, Dasun Drinkwater, Caroline Tourchi, Motahhareh Habarakada, Dilru Carvalho, Diana Storm, Phillip B Baubet, Valerie Sayles, Leanne C Fernandez, Elisabet Zhukova, Nataliya Dun, Matthew D Ludlow, Louise E Day, Bryan Stringer, Brett W Neeman, Naama Rubens, Jeffrey A Raabe, Eric H Vinci, Maria Tyrrell, Vanessa Fletcher, Jamie I Ekert, Paul G Dumevska, Biljana Ziegler, David S Tsoli, Maria Sulaiman, Nur Farhana Syed Loh, Amos Hong Pheng Low, Sharon Yin Yee Sweet-Cordero, E Alejandro Monje, Michelle Resnick, Adam Jones, Chris Downie, Peter Williams, Bryan Rosenbluh, Joseph Gough, Daniel Cain, Jason E Firestein, Ron |
author_facet | Daniel, Paul Sun, Claire Xin Bradshaw, Gabrielle Shi, Hui Loi, Melissa Chew, Nicole Parackal, Sarah Tsui, Vanessa Liang, Yuqing Koptyra, Mateusz Adjumain, Shazia Sun, Christie Chong, Wai Chin Fernando, Dasun Drinkwater, Caroline Tourchi, Motahhareh Habarakada, Dilru Carvalho, Diana Storm, Phillip B Baubet, Valerie Sayles, Leanne C Fernandez, Elisabet Zhukova, Nataliya Dun, Matthew D Ludlow, Louise E Day, Bryan Stringer, Brett W Neeman, Naama Rubens, Jeffrey A Raabe, Eric H Vinci, Maria Tyrrell, Vanessa Fletcher, Jamie I Ekert, Paul G Dumevska, Biljana Ziegler, David S Tsoli, Maria Sulaiman, Nur Farhana Syed Loh, Amos Hong Pheng Low, Sharon Yin Yee Sweet-Cordero, E Alejandro Monje, Michelle Resnick, Adam Jones, Chris Downie, Peter Williams, Bryan Rosenbluh, Joseph Gough, Daniel Cain, Jason E Firestein, Ron |
author_sort | Daniel, Paul |
collection | PubMed |
description | Paediatric solid tumours are the leading cause of cancer related death amongst children. Identification of paediatric-specific targeted therapies necessitates the use of paediatric cancer models that faithfully recapitulate the patient’s disease. In adult cancers, comprehensive cell line repositories and data atlases have enabled both hypothesis-driven research and scalable screens for new therapies. The generation and characterisation of paediatric cancer cell lines has significantly lagged behind that of their adult counterparts, underscoring the urgent need to develop a paediatric-focussed cell line resource. Herein, we establish a single-site collection of 261 cell lines, including 224 paediatric cancer cell lines representing 18 distinct extracranial and brain childhood tumour types. We subjected 182 paediatric cancer cell lines to multi-omic analyses across three dimensions (DNA-sequencing, RNA-sequencing, DNA methylation) to classify them based on clinically relevant molecular subtypes. In parallel, pharmacological and genetic CRISPR-Cas9 loss of function screens were performed to identify paediatric-specific drug sensitivities and genetic dependencies. Machine-learning approaches were employed to delineate predictive features of therapeutic vulnerabilities in different subtypes of paediatric cancers. By integrating molecular features with functional genomic and pharmacological profiles, we demonstrate how therapeutic target-biomarkers pairs may be rapidly prioritised and advanced. Lastly, we provide cell line data and resources in an open access portal (vicpcc.org.au/dashboard) to support drug development efforts, clinical trial design, and personalised medicine approaches for paediatric cancers of greatest unmet medical need. |
format | Online Article Text |
id | pubmed-10402360 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-104023602023-08-05 SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES Daniel, Paul Sun, Claire Xin Bradshaw, Gabrielle Shi, Hui Loi, Melissa Chew, Nicole Parackal, Sarah Tsui, Vanessa Liang, Yuqing Koptyra, Mateusz Adjumain, Shazia Sun, Christie Chong, Wai Chin Fernando, Dasun Drinkwater, Caroline Tourchi, Motahhareh Habarakada, Dilru Carvalho, Diana Storm, Phillip B Baubet, Valerie Sayles, Leanne C Fernandez, Elisabet Zhukova, Nataliya Dun, Matthew D Ludlow, Louise E Day, Bryan Stringer, Brett W Neeman, Naama Rubens, Jeffrey A Raabe, Eric H Vinci, Maria Tyrrell, Vanessa Fletcher, Jamie I Ekert, Paul G Dumevska, Biljana Ziegler, David S Tsoli, Maria Sulaiman, Nur Farhana Syed Loh, Amos Hong Pheng Low, Sharon Yin Yee Sweet-Cordero, E Alejandro Monje, Michelle Resnick, Adam Jones, Chris Downie, Peter Williams, Bryan Rosenbluh, Joseph Gough, Daniel Cain, Jason E Firestein, Ron Neurooncol Adv Final Category: Systemic Therapeutics Paediatric solid tumours are the leading cause of cancer related death amongst children. Identification of paediatric-specific targeted therapies necessitates the use of paediatric cancer models that faithfully recapitulate the patient’s disease. In adult cancers, comprehensive cell line repositories and data atlases have enabled both hypothesis-driven research and scalable screens for new therapies. The generation and characterisation of paediatric cancer cell lines has significantly lagged behind that of their adult counterparts, underscoring the urgent need to develop a paediatric-focussed cell line resource. Herein, we establish a single-site collection of 261 cell lines, including 224 paediatric cancer cell lines representing 18 distinct extracranial and brain childhood tumour types. We subjected 182 paediatric cancer cell lines to multi-omic analyses across three dimensions (DNA-sequencing, RNA-sequencing, DNA methylation) to classify them based on clinically relevant molecular subtypes. In parallel, pharmacological and genetic CRISPR-Cas9 loss of function screens were performed to identify paediatric-specific drug sensitivities and genetic dependencies. Machine-learning approaches were employed to delineate predictive features of therapeutic vulnerabilities in different subtypes of paediatric cancers. By integrating molecular features with functional genomic and pharmacological profiles, we demonstrate how therapeutic target-biomarkers pairs may be rapidly prioritised and advanced. Lastly, we provide cell line data and resources in an open access portal (vicpcc.org.au/dashboard) to support drug development efforts, clinical trial design, and personalised medicine approaches for paediatric cancers of greatest unmet medical need. Oxford University Press 2023-08-04 /pmc/articles/PMC10402360/ http://dx.doi.org/10.1093/noajnl/vdad070.119 Text en © The Author(s) 2023. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of 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 | Final Category: Systemic Therapeutics Daniel, Paul Sun, Claire Xin Bradshaw, Gabrielle Shi, Hui Loi, Melissa Chew, Nicole Parackal, Sarah Tsui, Vanessa Liang, Yuqing Koptyra, Mateusz Adjumain, Shazia Sun, Christie Chong, Wai Chin Fernando, Dasun Drinkwater, Caroline Tourchi, Motahhareh Habarakada, Dilru Carvalho, Diana Storm, Phillip B Baubet, Valerie Sayles, Leanne C Fernandez, Elisabet Zhukova, Nataliya Dun, Matthew D Ludlow, Louise E Day, Bryan Stringer, Brett W Neeman, Naama Rubens, Jeffrey A Raabe, Eric H Vinci, Maria Tyrrell, Vanessa Fletcher, Jamie I Ekert, Paul G Dumevska, Biljana Ziegler, David S Tsoli, Maria Sulaiman, Nur Farhana Syed Loh, Amos Hong Pheng Low, Sharon Yin Yee Sweet-Cordero, E Alejandro Monje, Michelle Resnick, Adam Jones, Chris Downie, Peter Williams, Bryan Rosenbluh, Joseph Gough, Daniel Cain, Jason E Firestein, Ron SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title | SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title_full | SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title_fullStr | SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title_full_unstemmed | SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title_short | SYST-15 GENERATION AND MULTI-DIMENSIONAL PROFILING OF A CHILDHOOD CANCER CELL LINE ATLAS DEFINES NEW THERAPEUTIC OPPORTUNITIES |
title_sort | syst-15 generation and multi-dimensional profiling of a childhood cancer cell line atlas defines new therapeutic opportunities |
topic | Final Category: Systemic Therapeutics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402360/ http://dx.doi.org/10.1093/noajnl/vdad070.119 |
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