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A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer

BACKGROUND: Molecular profiling of the tumour immune microenvironment (TIME) has enabled the rational choice of immunotherapies in some adult cancers. In contrast, the TIME of paediatric cancers is relatively unexplored. We speculated that a more refined appreciation of the TIME in childhood cancers...

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Autores principales: Mayoh, Chelsea, Gifford, Andrew J., Terry, Rachael, Lau, Loretta M. S., Wong, Marie, Rao, Padmashree, Shai-Hee, Tyler, Saletta, Federica, Khuong-Quang, Dong-Anh, Qin, Vicky, Mateos, Marion K., Meyran, Deborah, Miller, Katherine E., Yuksel, Aysen, Mould, Emily V. A., Bowen-James, Rachel, Govender, Dinisha, Senapati, Akanksha, Zhukova, Nataliya, Omer, Natacha, Dholaria, Hetal, Alvaro, Frank, Tapp, Heather, Diamond, Yonatan, Pozza, Luciano Dalla, Moore, Andrew S., Nicholls, Wayne, Gottardo, Nicholas G., McCowage, Geoffrey, Hansford, Jordan R., Khaw, Seong-Lin, Wood, Paul J., Catchpoole, Daniel, Cottrell, Catherine E., Mardis, Elaine R., Marshall, Glenn M., Tyrrell, Vanessa, Haber, Michelle, Ziegler, David S., Vittorio, Orazio, Trapani, Joseph A., Cowley, Mark J., Neeson, Paul J., Ekert, Paul G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071693/
https://www.ncbi.nlm.nih.gov/pubmed/37013636
http://dx.doi.org/10.1186/s13073-023-01170-x
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author Mayoh, Chelsea
Gifford, Andrew J.
Terry, Rachael
Lau, Loretta M. S.
Wong, Marie
Rao, Padmashree
Shai-Hee, Tyler
Saletta, Federica
Khuong-Quang, Dong-Anh
Qin, Vicky
Mateos, Marion K.
Meyran, Deborah
Miller, Katherine E.
Yuksel, Aysen
Mould, Emily V. A.
Bowen-James, Rachel
Govender, Dinisha
Senapati, Akanksha
Zhukova, Nataliya
Omer, Natacha
Dholaria, Hetal
Alvaro, Frank
Tapp, Heather
Diamond, Yonatan
Pozza, Luciano Dalla
Moore, Andrew S.
Nicholls, Wayne
Gottardo, Nicholas G.
McCowage, Geoffrey
Hansford, Jordan R.
Khaw, Seong-Lin
Wood, Paul J.
Catchpoole, Daniel
Cottrell, Catherine E.
Mardis, Elaine R.
Marshall, Glenn M.
Tyrrell, Vanessa
Haber, Michelle
Ziegler, David S.
Vittorio, Orazio
Trapani, Joseph A.
Cowley, Mark J.
Neeson, Paul J.
Ekert, Paul G.
author_facet Mayoh, Chelsea
Gifford, Andrew J.
Terry, Rachael
Lau, Loretta M. S.
Wong, Marie
Rao, Padmashree
Shai-Hee, Tyler
Saletta, Federica
Khuong-Quang, Dong-Anh
Qin, Vicky
Mateos, Marion K.
Meyran, Deborah
Miller, Katherine E.
Yuksel, Aysen
Mould, Emily V. A.
Bowen-James, Rachel
Govender, Dinisha
Senapati, Akanksha
Zhukova, Nataliya
Omer, Natacha
Dholaria, Hetal
Alvaro, Frank
Tapp, Heather
Diamond, Yonatan
Pozza, Luciano Dalla
Moore, Andrew S.
Nicholls, Wayne
Gottardo, Nicholas G.
McCowage, Geoffrey
Hansford, Jordan R.
Khaw, Seong-Lin
Wood, Paul J.
Catchpoole, Daniel
Cottrell, Catherine E.
Mardis, Elaine R.
Marshall, Glenn M.
Tyrrell, Vanessa
Haber, Michelle
Ziegler, David S.
Vittorio, Orazio
Trapani, Joseph A.
Cowley, Mark J.
Neeson, Paul J.
Ekert, Paul G.
author_sort Mayoh, Chelsea
collection PubMed
description BACKGROUND: Molecular profiling of the tumour immune microenvironment (TIME) has enabled the rational choice of immunotherapies in some adult cancers. In contrast, the TIME of paediatric cancers is relatively unexplored. We speculated that a more refined appreciation of the TIME in childhood cancers, rather than a reliance on commonly used biomarkers such as tumour mutation burden (TMB), neoantigen load and PD-L1 expression, is an essential prerequisite for improved immunotherapies in childhood solid cancers. METHODS: We combined immunohistochemistry (IHC) with RNA sequencing and whole-genome sequencing across a diverse spectrum of high-risk paediatric cancers to develop an alternative, expression-based signature associated with CD8(+) T-cell infiltration of the TIME. Furthermore, we explored transcriptional features of immune archetypes and T-cell receptor sequencing diversity, assessed the relationship between CD8(+) and CD4(+) abundance by IHC and deconvolution predictions and assessed the common adult biomarkers such as neoantigen load and TMB. RESULTS: A novel 15-gene immune signature, Immune Paediatric Signature Score (IPASS), was identified. Using this signature, we estimate up to 31% of high-risk cancers harbour infiltrating T-cells. In addition, we showed that PD-L1 protein expression is poorly correlated with PD-L1 RNA expression and TMB and neoantigen load are not predictive of T-cell infiltration in paediatrics. Furthermore, deconvolution algorithms are only weakly correlated with IHC measurements of T-cells. CONCLUSIONS: Our data provides new insights into the variable immune-suppressive mechanisms dampening responses in paediatric solid cancers. Effective immune-based interventions in high-risk paediatric cancer will require individualised analysis of the TIME. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01170-x.
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spelling pubmed-100716932023-04-05 A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer Mayoh, Chelsea Gifford, Andrew J. Terry, Rachael Lau, Loretta M. S. Wong, Marie Rao, Padmashree Shai-Hee, Tyler Saletta, Federica Khuong-Quang, Dong-Anh Qin, Vicky Mateos, Marion K. Meyran, Deborah Miller, Katherine E. Yuksel, Aysen Mould, Emily V. A. Bowen-James, Rachel Govender, Dinisha Senapati, Akanksha Zhukova, Nataliya Omer, Natacha Dholaria, Hetal Alvaro, Frank Tapp, Heather Diamond, Yonatan Pozza, Luciano Dalla Moore, Andrew S. Nicholls, Wayne Gottardo, Nicholas G. McCowage, Geoffrey Hansford, Jordan R. Khaw, Seong-Lin Wood, Paul J. Catchpoole, Daniel Cottrell, Catherine E. Mardis, Elaine R. Marshall, Glenn M. Tyrrell, Vanessa Haber, Michelle Ziegler, David S. Vittorio, Orazio Trapani, Joseph A. Cowley, Mark J. Neeson, Paul J. Ekert, Paul G. Genome Med Research BACKGROUND: Molecular profiling of the tumour immune microenvironment (TIME) has enabled the rational choice of immunotherapies in some adult cancers. In contrast, the TIME of paediatric cancers is relatively unexplored. We speculated that a more refined appreciation of the TIME in childhood cancers, rather than a reliance on commonly used biomarkers such as tumour mutation burden (TMB), neoantigen load and PD-L1 expression, is an essential prerequisite for improved immunotherapies in childhood solid cancers. METHODS: We combined immunohistochemistry (IHC) with RNA sequencing and whole-genome sequencing across a diverse spectrum of high-risk paediatric cancers to develop an alternative, expression-based signature associated with CD8(+) T-cell infiltration of the TIME. Furthermore, we explored transcriptional features of immune archetypes and T-cell receptor sequencing diversity, assessed the relationship between CD8(+) and CD4(+) abundance by IHC and deconvolution predictions and assessed the common adult biomarkers such as neoantigen load and TMB. RESULTS: A novel 15-gene immune signature, Immune Paediatric Signature Score (IPASS), was identified. Using this signature, we estimate up to 31% of high-risk cancers harbour infiltrating T-cells. In addition, we showed that PD-L1 protein expression is poorly correlated with PD-L1 RNA expression and TMB and neoantigen load are not predictive of T-cell infiltration in paediatrics. Furthermore, deconvolution algorithms are only weakly correlated with IHC measurements of T-cells. CONCLUSIONS: Our data provides new insights into the variable immune-suppressive mechanisms dampening responses in paediatric solid cancers. Effective immune-based interventions in high-risk paediatric cancer will require individualised analysis of the TIME. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01170-x. BioMed Central 2023-04-03 /pmc/articles/PMC10071693/ /pubmed/37013636 http://dx.doi.org/10.1186/s13073-023-01170-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Mayoh, Chelsea
Gifford, Andrew J.
Terry, Rachael
Lau, Loretta M. S.
Wong, Marie
Rao, Padmashree
Shai-Hee, Tyler
Saletta, Federica
Khuong-Quang, Dong-Anh
Qin, Vicky
Mateos, Marion K.
Meyran, Deborah
Miller, Katherine E.
Yuksel, Aysen
Mould, Emily V. A.
Bowen-James, Rachel
Govender, Dinisha
Senapati, Akanksha
Zhukova, Nataliya
Omer, Natacha
Dholaria, Hetal
Alvaro, Frank
Tapp, Heather
Diamond, Yonatan
Pozza, Luciano Dalla
Moore, Andrew S.
Nicholls, Wayne
Gottardo, Nicholas G.
McCowage, Geoffrey
Hansford, Jordan R.
Khaw, Seong-Lin
Wood, Paul J.
Catchpoole, Daniel
Cottrell, Catherine E.
Mardis, Elaine R.
Marshall, Glenn M.
Tyrrell, Vanessa
Haber, Michelle
Ziegler, David S.
Vittorio, Orazio
Trapani, Joseph A.
Cowley, Mark J.
Neeson, Paul J.
Ekert, Paul G.
A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title_full A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title_fullStr A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title_full_unstemmed A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title_short A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
title_sort novel transcriptional signature identifies t-cell infiltration in high-risk paediatric cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071693/
https://www.ncbi.nlm.nih.gov/pubmed/37013636
http://dx.doi.org/10.1186/s13073-023-01170-x
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