Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases
Abstract Background Sixty percent of surgically resected brain metastases (BrM) recur within 1 year. These recurrences have long been thought to result from the dispersion of cancer cells during surgery. We tested the alternative hypothesis that invasion of cancer cells into the adjacent brain plays...
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creator | Dankner, Matthew Caron, Maxime Al-Saadi, Tariq Yu, WenQing Ouellet, Véronique Ezzeddine, Rima Maritan, Sarah M Annis, Matthew G Le, Phuong Uyen Nadaf, Javad Neubarth, Noah S Savage, Paul Zuo, Dongmei Couturier, Charles P Monlong, Jean Djambazian, Haig Altoukhi, Huda Bourque, Guillaume Ragoussis, Jiannis Diaz, Roberto J Park, Morag Guiot, Marie-Christine Lam, Stephanie Petrecca, Kevin Siegel, Peter M |
description | Abstract
Background
Sixty percent of surgically resected brain metastases (BrM) recur within 1 year. These recurrences have long been thought to result from the dispersion of cancer cells during surgery. We tested the alternative hypothesis that invasion of cancer cells into the adjacent brain plays a significant role in local recurrence and shortened overall survival.
Methods
We determined the invasion pattern of 164 surgically resected BrM and correlated with local recurrence and overall survival. We performed single-cell RNA sequencing (scRNAseq) of >15,000 cells from BrM and adjacent brain tissue. Validation of targets was performed with a novel cohort of BrM patient-derived xenografts (PDX) and patient tissues.
Results
We demonstrate that invasion of metastatic cancer cells into the adjacent brain is associated with local recurrence and shortened overall survival. scRNAseq of paired tumor and adjacent brain samples confirmed the existence of invasive cancer cells in the tumor-adjacent brain. Analysis of these cells identified cold-inducible RNA-binding protein (CIRBP) overexpression in invasive cancer cells compared to cancer cells located within the metastases. Applying PDX models that recapitulate the invasion pattern observed in patients, we show that CIRBP is overexpressed in highly invasive BrM and is required for efficient invasive growth in the brain.
Conclusions
These data demonstrate peritumoral invasion as a driver of treatment failure in BrM that is functionally mediated by CIRBP. These findings improve our understanding of the biology underlying postoperative treatment failure and lay the groundwork for rational clinical trial development based upon invasion pattern in surgically resected BrM. |
doi_str_mv | 10.1093/neuonc/noab002 |
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Background
Sixty percent of surgically resected brain metastases (BrM) recur within 1 year. These recurrences have long been thought to result from the dispersion of cancer cells during surgery. We tested the alternative hypothesis that invasion of cancer cells into the adjacent brain plays a significant role in local recurrence and shortened overall survival.
Methods
We determined the invasion pattern of 164 surgically resected BrM and correlated with local recurrence and overall survival. We performed single-cell RNA sequencing (scRNAseq) of >15,000 cells from BrM and adjacent brain tissue. Validation of targets was performed with a novel cohort of BrM patient-derived xenografts (PDX) and patient tissues.
Results
We demonstrate that invasion of metastatic cancer cells into the adjacent brain is associated with local recurrence and shortened overall survival. scRNAseq of paired tumor and adjacent brain samples confirmed the existence of invasive cancer cells in the tumor-adjacent brain. Analysis of these cells identified cold-inducible RNA-binding protein (CIRBP) overexpression in invasive cancer cells compared to cancer cells located within the metastases. Applying PDX models that recapitulate the invasion pattern observed in patients, we show that CIRBP is overexpressed in highly invasive BrM and is required for efficient invasive growth in the brain.
Conclusions
These data demonstrate peritumoral invasion as a driver of treatment failure in BrM that is functionally mediated by CIRBP. These findings improve our understanding of the biology underlying postoperative treatment failure and lay the groundwork for rational clinical trial development based upon invasion pattern in surgically resected BrM.</description><identifier>ISSN: 1522-8517</identifier><identifier>EISSN: 1523-5866</identifier><identifier>DOI: 10.1093/neuonc/noab002</identifier><identifier>PMID: 33433612</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Basic and Translational Investigations ; Brain ; Brain Neoplasms - genetics ; Brain Neoplasms - surgery ; Humans ; Life Sciences ; Neoplasm Recurrence, Local - genetics ; Radiosurgery ; RNA-Binding Proteins - genetics</subject><ispartof>Neuro-oncology (Charlottesville, Va.), 2021-09, Vol.23 (9), p.1470-1480</ispartof><rights>The Author(s) 2021. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2021</rights><rights>The Author(s) 2021. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c458t-f7c1fc8eb6f6693435a7d6a35120835e6033a29afcff55244190b9ec2a0020c33</citedby><cites>FETCH-LOGICAL-c458t-f7c1fc8eb6f6693435a7d6a35120835e6033a29afcff55244190b9ec2a0020c33</cites><orcidid>0000-0003-4869-5895 ; 0000-0002-3933-9656</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408858/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408858/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,1578,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33433612$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04862039$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Dankner, Matthew</creatorcontrib><creatorcontrib>Caron, Maxime</creatorcontrib><creatorcontrib>Al-Saadi, Tariq</creatorcontrib><creatorcontrib>Yu, WenQing</creatorcontrib><creatorcontrib>Ouellet, Véronique</creatorcontrib><creatorcontrib>Ezzeddine, Rima</creatorcontrib><creatorcontrib>Maritan, Sarah M</creatorcontrib><creatorcontrib>Annis, Matthew G</creatorcontrib><creatorcontrib>Le, Phuong Uyen</creatorcontrib><creatorcontrib>Nadaf, Javad</creatorcontrib><creatorcontrib>Neubarth, Noah S</creatorcontrib><creatorcontrib>Savage, Paul</creatorcontrib><creatorcontrib>Zuo, Dongmei</creatorcontrib><creatorcontrib>Couturier, Charles P</creatorcontrib><creatorcontrib>Monlong, Jean</creatorcontrib><creatorcontrib>Djambazian, Haig</creatorcontrib><creatorcontrib>Altoukhi, Huda</creatorcontrib><creatorcontrib>Bourque, Guillaume</creatorcontrib><creatorcontrib>Ragoussis, Jiannis</creatorcontrib><creatorcontrib>Diaz, Roberto J</creatorcontrib><creatorcontrib>Park, Morag</creatorcontrib><creatorcontrib>Guiot, Marie-Christine</creatorcontrib><creatorcontrib>Lam, Stephanie</creatorcontrib><creatorcontrib>Petrecca, Kevin</creatorcontrib><creatorcontrib>Siegel, Peter M</creatorcontrib><title>Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases</title><title>Neuro-oncology (Charlottesville, Va.)</title><addtitle>Neuro Oncol</addtitle><description>Abstract
Background
Sixty percent of surgically resected brain metastases (BrM) recur within 1 year. These recurrences have long been thought to result from the dispersion of cancer cells during surgery. We tested the alternative hypothesis that invasion of cancer cells into the adjacent brain plays a significant role in local recurrence and shortened overall survival.
Methods
We determined the invasion pattern of 164 surgically resected BrM and correlated with local recurrence and overall survival. We performed single-cell RNA sequencing (scRNAseq) of >15,000 cells from BrM and adjacent brain tissue. Validation of targets was performed with a novel cohort of BrM patient-derived xenografts (PDX) and patient tissues.
Results
We demonstrate that invasion of metastatic cancer cells into the adjacent brain is associated with local recurrence and shortened overall survival. scRNAseq of paired tumor and adjacent brain samples confirmed the existence of invasive cancer cells in the tumor-adjacent brain. Analysis of these cells identified cold-inducible RNA-binding protein (CIRBP) overexpression in invasive cancer cells compared to cancer cells located within the metastases. Applying PDX models that recapitulate the invasion pattern observed in patients, we show that CIRBP is overexpressed in highly invasive BrM and is required for efficient invasive growth in the brain.
Conclusions
These data demonstrate peritumoral invasion as a driver of treatment failure in BrM that is functionally mediated by CIRBP. These findings improve our understanding of the biology underlying postoperative treatment failure and lay the groundwork for rational clinical trial development based upon invasion pattern in surgically resected BrM.</description><subject>Basic and Translational Investigations</subject><subject>Brain</subject><subject>Brain Neoplasms - genetics</subject><subject>Brain Neoplasms - surgery</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Neoplasm Recurrence, Local - genetics</subject><subject>Radiosurgery</subject><subject>RNA-Binding Proteins - genetics</subject><issn>1522-8517</issn><issn>1523-5866</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkV9PHCEUxUlTU63tq48Nrz6M8mdgmReTjWnVZKOJsc-EYS67NLMwgZm1foJ-bdmuWvWlCQlc7jk_uDkIHVFyQknDTwNMMdjTEE1LCPuADqhgvBJKyo9_z6xSgs720eecfxUBFZJ-Qvuc15xLyg7Qn6uwMdlvAC9TvB9X2OQcrTcjdPjel9rGvqt86Cbr2x7w7fW8akvpwxIPKY7gA4bfQ4KcfQy4SwWVcQI7pQTBAo4O5yktvTV9_1AaGeyW3SZTnGsYTS4L8he050yf4evTfoh-_vh-d35ZLW4urs7ni8rWQo2Vm1nqrIJWOimbMoUws04aLigjiguQhHPDGuOsc0KwuqYNaRuwzJThieX8EJ3tuMPUrqGzEMZkej0kvzbpQUfj9dtO8Cu9jButaqKUUAVwvAOs3tku5wu9vSO1kozwZkOL9mSntSnmnMC9GCjR2_j0Lj79FF8xfHv9uxf5c17_Xo_T8D_YI4NDqyI</recordid><startdate>20210901</startdate><enddate>20210901</enddate><creator>Dankner, Matthew</creator><creator>Caron, Maxime</creator><creator>Al-Saadi, Tariq</creator><creator>Yu, WenQing</creator><creator>Ouellet, Véronique</creator><creator>Ezzeddine, Rima</creator><creator>Maritan, Sarah M</creator><creator>Annis, Matthew G</creator><creator>Le, Phuong Uyen</creator><creator>Nadaf, Javad</creator><creator>Neubarth, Noah S</creator><creator>Savage, Paul</creator><creator>Zuo, Dongmei</creator><creator>Couturier, Charles P</creator><creator>Monlong, Jean</creator><creator>Djambazian, Haig</creator><creator>Altoukhi, Huda</creator><creator>Bourque, Guillaume</creator><creator>Ragoussis, Jiannis</creator><creator>Diaz, Roberto J</creator><creator>Park, Morag</creator><creator>Guiot, Marie-Christine</creator><creator>Lam, Stephanie</creator><creator>Petrecca, Kevin</creator><creator>Siegel, Peter M</creator><general>Oxford University Press</general><general>Oxford University Press (OUP)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4869-5895</orcidid><orcidid>https://orcid.org/0000-0002-3933-9656</orcidid></search><sort><creationdate>20210901</creationdate><title>Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases</title><author>Dankner, Matthew ; Caron, Maxime ; Al-Saadi, Tariq ; Yu, WenQing ; Ouellet, Véronique ; Ezzeddine, Rima ; Maritan, Sarah M ; Annis, Matthew G ; Le, Phuong Uyen ; Nadaf, Javad ; Neubarth, Noah S ; Savage, Paul ; Zuo, Dongmei ; Couturier, Charles P ; Monlong, Jean ; Djambazian, Haig ; Altoukhi, Huda ; Bourque, Guillaume ; Ragoussis, Jiannis ; Diaz, Roberto J ; Park, Morag ; Guiot, Marie-Christine ; Lam, Stephanie ; Petrecca, Kevin ; Siegel, Peter M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c458t-f7c1fc8eb6f6693435a7d6a35120835e6033a29afcff55244190b9ec2a0020c33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Basic and Translational Investigations</topic><topic>Brain</topic><topic>Brain Neoplasms - genetics</topic><topic>Brain Neoplasms - surgery</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Neoplasm Recurrence, Local - genetics</topic><topic>Radiosurgery</topic><topic>RNA-Binding Proteins - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dankner, Matthew</creatorcontrib><creatorcontrib>Caron, Maxime</creatorcontrib><creatorcontrib>Al-Saadi, Tariq</creatorcontrib><creatorcontrib>Yu, WenQing</creatorcontrib><creatorcontrib>Ouellet, Véronique</creatorcontrib><creatorcontrib>Ezzeddine, Rima</creatorcontrib><creatorcontrib>Maritan, Sarah M</creatorcontrib><creatorcontrib>Annis, Matthew G</creatorcontrib><creatorcontrib>Le, Phuong Uyen</creatorcontrib><creatorcontrib>Nadaf, Javad</creatorcontrib><creatorcontrib>Neubarth, Noah S</creatorcontrib><creatorcontrib>Savage, Paul</creatorcontrib><creatorcontrib>Zuo, Dongmei</creatorcontrib><creatorcontrib>Couturier, Charles P</creatorcontrib><creatorcontrib>Monlong, Jean</creatorcontrib><creatorcontrib>Djambazian, Haig</creatorcontrib><creatorcontrib>Altoukhi, Huda</creatorcontrib><creatorcontrib>Bourque, Guillaume</creatorcontrib><creatorcontrib>Ragoussis, Jiannis</creatorcontrib><creatorcontrib>Diaz, Roberto J</creatorcontrib><creatorcontrib>Park, Morag</creatorcontrib><creatorcontrib>Guiot, Marie-Christine</creatorcontrib><creatorcontrib>Lam, Stephanie</creatorcontrib><creatorcontrib>Petrecca, Kevin</creatorcontrib><creatorcontrib>Siegel, Peter M</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Neuro-oncology (Charlottesville, Va.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dankner, Matthew</au><au>Caron, Maxime</au><au>Al-Saadi, Tariq</au><au>Yu, WenQing</au><au>Ouellet, Véronique</au><au>Ezzeddine, Rima</au><au>Maritan, Sarah M</au><au>Annis, Matthew G</au><au>Le, Phuong Uyen</au><au>Nadaf, Javad</au><au>Neubarth, Noah S</au><au>Savage, Paul</au><au>Zuo, Dongmei</au><au>Couturier, Charles P</au><au>Monlong, Jean</au><au>Djambazian, Haig</au><au>Altoukhi, Huda</au><au>Bourque, Guillaume</au><au>Ragoussis, Jiannis</au><au>Diaz, Roberto J</au><au>Park, Morag</au><au>Guiot, Marie-Christine</au><au>Lam, Stephanie</au><au>Petrecca, Kevin</au><au>Siegel, Peter M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases</atitle><jtitle>Neuro-oncology (Charlottesville, Va.)</jtitle><addtitle>Neuro Oncol</addtitle><date>2021-09-01</date><risdate>2021</risdate><volume>23</volume><issue>9</issue><spage>1470</spage><epage>1480</epage><pages>1470-1480</pages><issn>1522-8517</issn><eissn>1523-5866</eissn><abstract>Abstract
Background
Sixty percent of surgically resected brain metastases (BrM) recur within 1 year. These recurrences have long been thought to result from the dispersion of cancer cells during surgery. We tested the alternative hypothesis that invasion of cancer cells into the adjacent brain plays a significant role in local recurrence and shortened overall survival.
Methods
We determined the invasion pattern of 164 surgically resected BrM and correlated with local recurrence and overall survival. We performed single-cell RNA sequencing (scRNAseq) of >15,000 cells from BrM and adjacent brain tissue. Validation of targets was performed with a novel cohort of BrM patient-derived xenografts (PDX) and patient tissues.
Results
We demonstrate that invasion of metastatic cancer cells into the adjacent brain is associated with local recurrence and shortened overall survival. scRNAseq of paired tumor and adjacent brain samples confirmed the existence of invasive cancer cells in the tumor-adjacent brain. Analysis of these cells identified cold-inducible RNA-binding protein (CIRBP) overexpression in invasive cancer cells compared to cancer cells located within the metastases. Applying PDX models that recapitulate the invasion pattern observed in patients, we show that CIRBP is overexpressed in highly invasive BrM and is required for efficient invasive growth in the brain.
Conclusions
These data demonstrate peritumoral invasion as a driver of treatment failure in BrM that is functionally mediated by CIRBP. These findings improve our understanding of the biology underlying postoperative treatment failure and lay the groundwork for rational clinical trial development based upon invasion pattern in surgically resected BrM.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>33433612</pmid><doi>10.1093/neuonc/noab002</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-4869-5895</orcidid><orcidid>https://orcid.org/0000-0002-3933-9656</orcidid><oa>free_for_read</oa></addata></record> |
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source | Oxford University Press Journals All Titles (1996-Current); MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central |
subjects | Basic and Translational Investigations Brain Brain Neoplasms - genetics Brain Neoplasms - surgery Humans Life Sciences Neoplasm Recurrence, Local - genetics Radiosurgery RNA-Binding Proteins - genetics |
title | Invasive growth associated with cold-inducible RNA-binding protein expression drives recurrence of surgically resected brain metastases |
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