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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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