Loading…

Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma

Glioblastoma (GBM) tumors exhibit potentially actionable genetic alterations against which targeted therapies have been effective in treatment of other cancers. However, these therapies have largely failed in GBM patients. A notable example is kinase inhibitors of EGFR, which display poor clinical e...

Full description

Saved in:
Bibliographic Details
Published in:Cancer research (Chicago, Ill.) Ill.), 2018-03, Vol.78 (5), p.1358-1370
Main Authors: Xiao, Weikun, Zhang, Rongyu, Sohrabi, Alireza, Ehsanipour, Arshia, Sun, Songping, Liang, Jesse, Walthers, Christopher M, Ta, Lisa, Nathanson, David A, Seidlits, Stephanie K
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3
cites cdi_FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3
container_end_page 1370
container_issue 5
container_start_page 1358
container_title Cancer research (Chicago, Ill.)
container_volume 78
creator Xiao, Weikun
Zhang, Rongyu
Sohrabi, Alireza
Ehsanipour, Arshia
Sun, Songping
Liang, Jesse
Walthers, Christopher M
Ta, Lisa
Nathanson, David A
Seidlits, Stephanie K
description Glioblastoma (GBM) tumors exhibit potentially actionable genetic alterations against which targeted therapies have been effective in treatment of other cancers. However, these therapies have largely failed in GBM patients. A notable example is kinase inhibitors of EGFR, which display poor clinical efficacy despite overexpression and/or mutation of EGFR in >50% of GBM. In addressing this issue, preclinical models may be limited by the inability to accurately replicate pathophysiologic interactions of GBM cells with unique aspects of the brain extracellular matrix (ECM), which is relatively enriched in hyaluronic acid (HA) and flexible. In this study, we present a brain-mimetic biomaterial ECM platform for 3D culturing of patient-derived GBM cells, with improved pathophysiologic properties as an experimental model. Compared with orthotopic xenograft assays, the novel biomaterial cultures we developed better preserved the physiology and kinetics of acquired resistance to the EGFR inhibition than gliomasphere cultures. Orthogonal modulation of both HA content and mechanical properties of biomaterial scaffolds was required to achieve this result. Overall, our findings show how specific interactions between GBM cell receptors and scaffold components contribute significantly to resistance to the cytotoxic effects of EGFR inhibition. Three-dimensional culture scaffolds of glioblastoma provide a better physiological representation over current methods of patient-derived cell culture and xenograft models. .
doi_str_mv 10.1158/0008-5472.CAN-17-2429
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5935550</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2011385594</sourcerecordid><originalsourceid>FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3</originalsourceid><addsrcrecordid>eNpdUc1uEzEYtBCIhsIjgCxx4bLFv7v2BSmEtFRqAaFytpzN59aVdx1sbyhvwuPiVUsEnKyxZ-b7xoPQS0pOKJXqLSFENVJ07GS1_NTQrmGC6UdoQSVXTSeEfIwWB84RepbzbYWSEvkUHTHNFGOMLtCv98n6sbn0AxTfY_4Br6ZQpgT4S7DFxTRkvAwh_sDn4x5y8de2-Dji6PAqxh2kCveA185BX_J8vb4ryfYQwhRswpe2JH-HT8HOppUw4qubqtrBNM_7CtnnYscesB_xWfBxE2wucbDP0RNnQ4YXD-cx-na6vlp9bC4-n52vlhdNL7gujRatpVyqrZQb1fIWCCOKWSdYp1jbSudkS1q21S1obq3bbJUCUYHteCsY8GP07t53N20G2PYw1vWD2SU_2PTTROvNvy-jvzHXcW-k5lJKUg3ePBik-H2qX2QGn-f8doQ4ZUO1op1QWvNKff0f9TZOaazxDCOUciWlFpUl71l9ijkncIdlKDFz92bu1cy9mtq9oZ2Zu6-6V38nOaj-lM1_A3u0rQ4</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2011385594</pqid></control><display><type>article</type><title>Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma</title><source>EZB Free E-Journals</source><creator>Xiao, Weikun ; Zhang, Rongyu ; Sohrabi, Alireza ; Ehsanipour, Arshia ; Sun, Songping ; Liang, Jesse ; Walthers, Christopher M ; Ta, Lisa ; Nathanson, David A ; Seidlits, Stephanie K</creator><creatorcontrib>Xiao, Weikun ; Zhang, Rongyu ; Sohrabi, Alireza ; Ehsanipour, Arshia ; Sun, Songping ; Liang, Jesse ; Walthers, Christopher M ; Ta, Lisa ; Nathanson, David A ; Seidlits, Stephanie K</creatorcontrib><description>Glioblastoma (GBM) tumors exhibit potentially actionable genetic alterations against which targeted therapies have been effective in treatment of other cancers. However, these therapies have largely failed in GBM patients. A notable example is kinase inhibitors of EGFR, which display poor clinical efficacy despite overexpression and/or mutation of EGFR in &gt;50% of GBM. In addressing this issue, preclinical models may be limited by the inability to accurately replicate pathophysiologic interactions of GBM cells with unique aspects of the brain extracellular matrix (ECM), which is relatively enriched in hyaluronic acid (HA) and flexible. In this study, we present a brain-mimetic biomaterial ECM platform for 3D culturing of patient-derived GBM cells, with improved pathophysiologic properties as an experimental model. Compared with orthotopic xenograft assays, the novel biomaterial cultures we developed better preserved the physiology and kinetics of acquired resistance to the EGFR inhibition than gliomasphere cultures. Orthogonal modulation of both HA content and mechanical properties of biomaterial scaffolds was required to achieve this result. Overall, our findings show how specific interactions between GBM cell receptors and scaffold components contribute significantly to resistance to the cytotoxic effects of EGFR inhibition. Three-dimensional culture scaffolds of glioblastoma provide a better physiological representation over current methods of patient-derived cell culture and xenograft models. .</description><identifier>ISSN: 0008-5472</identifier><identifier>EISSN: 1538-7445</identifier><identifier>DOI: 10.1158/0008-5472.CAN-17-2429</identifier><identifier>PMID: 29282221</identifier><language>eng</language><publisher>United States: American Association for Cancer Research, Inc</publisher><subject>Animals ; Apoptosis ; Biocompatible Materials - chemistry ; Biomarkers, Tumor - metabolism ; Biomaterials ; Biomimetics - methods ; Brain cancer ; Brain Neoplasms - drug therapy ; Brain Neoplasms - metabolism ; Brain Neoplasms - pathology ; Cancer ; Cell culture ; Cell Culture Techniques - methods ; Cell Proliferation ; Cytotoxicity ; Drug Resistance, Neoplasm ; Epidermal growth factor receptors ; ErbB Receptors - antagonists &amp; inhibitors ; Extracellular matrix ; Extracellular Matrix - drug effects ; Extracellular Matrix - metabolism ; Glioblastoma ; Glioblastoma - drug therapy ; Glioblastoma - metabolism ; Glioblastoma - pathology ; Humans ; Hyaluronic acid ; Hyaluronic Acid - metabolism ; Hydrogels - chemistry ; Inhibition ; Kinetics ; Mechanical properties ; Mice ; Mice, Inbred NOD ; Mice, SCID ; Physiology ; Protein Kinase Inhibitors - pharmacology ; Tumor Cells, Cultured ; Tumors ; Xenograft Model Antitumor Assays ; Xenografts</subject><ispartof>Cancer research (Chicago, Ill.), 2018-03, Vol.78 (5), p.1358-1370</ispartof><rights>2017 American Association for Cancer Research.</rights><rights>Copyright American Association for Cancer Research, Inc. Mar 1, 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3</citedby><cites>FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29282221$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Xiao, Weikun</creatorcontrib><creatorcontrib>Zhang, Rongyu</creatorcontrib><creatorcontrib>Sohrabi, Alireza</creatorcontrib><creatorcontrib>Ehsanipour, Arshia</creatorcontrib><creatorcontrib>Sun, Songping</creatorcontrib><creatorcontrib>Liang, Jesse</creatorcontrib><creatorcontrib>Walthers, Christopher M</creatorcontrib><creatorcontrib>Ta, Lisa</creatorcontrib><creatorcontrib>Nathanson, David A</creatorcontrib><creatorcontrib>Seidlits, Stephanie K</creatorcontrib><title>Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma</title><title>Cancer research (Chicago, Ill.)</title><addtitle>Cancer Res</addtitle><description>Glioblastoma (GBM) tumors exhibit potentially actionable genetic alterations against which targeted therapies have been effective in treatment of other cancers. However, these therapies have largely failed in GBM patients. A notable example is kinase inhibitors of EGFR, which display poor clinical efficacy despite overexpression and/or mutation of EGFR in &gt;50% of GBM. In addressing this issue, preclinical models may be limited by the inability to accurately replicate pathophysiologic interactions of GBM cells with unique aspects of the brain extracellular matrix (ECM), which is relatively enriched in hyaluronic acid (HA) and flexible. In this study, we present a brain-mimetic biomaterial ECM platform for 3D culturing of patient-derived GBM cells, with improved pathophysiologic properties as an experimental model. Compared with orthotopic xenograft assays, the novel biomaterial cultures we developed better preserved the physiology and kinetics of acquired resistance to the EGFR inhibition than gliomasphere cultures. Orthogonal modulation of both HA content and mechanical properties of biomaterial scaffolds was required to achieve this result. Overall, our findings show how specific interactions between GBM cell receptors and scaffold components contribute significantly to resistance to the cytotoxic effects of EGFR inhibition. Three-dimensional culture scaffolds of glioblastoma provide a better physiological representation over current methods of patient-derived cell culture and xenograft models. .</description><subject>Animals</subject><subject>Apoptosis</subject><subject>Biocompatible Materials - chemistry</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>Biomaterials</subject><subject>Biomimetics - methods</subject><subject>Brain cancer</subject><subject>Brain Neoplasms - drug therapy</subject><subject>Brain Neoplasms - metabolism</subject><subject>Brain Neoplasms - pathology</subject><subject>Cancer</subject><subject>Cell culture</subject><subject>Cell Culture Techniques - methods</subject><subject>Cell Proliferation</subject><subject>Cytotoxicity</subject><subject>Drug Resistance, Neoplasm</subject><subject>Epidermal growth factor receptors</subject><subject>ErbB Receptors - antagonists &amp; inhibitors</subject><subject>Extracellular matrix</subject><subject>Extracellular Matrix - drug effects</subject><subject>Extracellular Matrix - metabolism</subject><subject>Glioblastoma</subject><subject>Glioblastoma - drug therapy</subject><subject>Glioblastoma - metabolism</subject><subject>Glioblastoma - pathology</subject><subject>Humans</subject><subject>Hyaluronic acid</subject><subject>Hyaluronic Acid - metabolism</subject><subject>Hydrogels - chemistry</subject><subject>Inhibition</subject><subject>Kinetics</subject><subject>Mechanical properties</subject><subject>Mice</subject><subject>Mice, Inbred NOD</subject><subject>Mice, SCID</subject><subject>Physiology</subject><subject>Protein Kinase Inhibitors - pharmacology</subject><subject>Tumor Cells, Cultured</subject><subject>Tumors</subject><subject>Xenograft Model Antitumor Assays</subject><subject>Xenografts</subject><issn>0008-5472</issn><issn>1538-7445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNpdUc1uEzEYtBCIhsIjgCxx4bLFv7v2BSmEtFRqAaFytpzN59aVdx1sbyhvwuPiVUsEnKyxZ-b7xoPQS0pOKJXqLSFENVJ07GS1_NTQrmGC6UdoQSVXTSeEfIwWB84RepbzbYWSEvkUHTHNFGOMLtCv98n6sbn0AxTfY_4Br6ZQpgT4S7DFxTRkvAwh_sDn4x5y8de2-Dji6PAqxh2kCveA185BX_J8vb4ryfYQwhRswpe2JH-HT8HOppUw4qubqtrBNM_7CtnnYscesB_xWfBxE2wucbDP0RNnQ4YXD-cx-na6vlp9bC4-n52vlhdNL7gujRatpVyqrZQb1fIWCCOKWSdYp1jbSudkS1q21S1obq3bbJUCUYHteCsY8GP07t53N20G2PYw1vWD2SU_2PTTROvNvy-jvzHXcW-k5lJKUg3ePBik-H2qX2QGn-f8doQ4ZUO1op1QWvNKff0f9TZOaazxDCOUciWlFpUl71l9ijkncIdlKDFz92bu1cy9mtq9oZ2Zu6-6V38nOaj-lM1_A3u0rQ4</recordid><startdate>20180301</startdate><enddate>20180301</enddate><creator>Xiao, Weikun</creator><creator>Zhang, Rongyu</creator><creator>Sohrabi, Alireza</creator><creator>Ehsanipour, Arshia</creator><creator>Sun, Songping</creator><creator>Liang, Jesse</creator><creator>Walthers, Christopher M</creator><creator>Ta, Lisa</creator><creator>Nathanson, David A</creator><creator>Seidlits, Stephanie K</creator><general>American Association for Cancer Research, Inc</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>7T5</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20180301</creationdate><title>Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma</title><author>Xiao, Weikun ; Zhang, Rongyu ; Sohrabi, Alireza ; Ehsanipour, Arshia ; Sun, Songping ; Liang, Jesse ; Walthers, Christopher M ; Ta, Lisa ; Nathanson, David A ; Seidlits, Stephanie K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Animals</topic><topic>Apoptosis</topic><topic>Biocompatible Materials - chemistry</topic><topic>Biomarkers, Tumor - metabolism</topic><topic>Biomaterials</topic><topic>Biomimetics - methods</topic><topic>Brain cancer</topic><topic>Brain Neoplasms - drug therapy</topic><topic>Brain Neoplasms - metabolism</topic><topic>Brain Neoplasms - pathology</topic><topic>Cancer</topic><topic>Cell culture</topic><topic>Cell Culture Techniques - methods</topic><topic>Cell Proliferation</topic><topic>Cytotoxicity</topic><topic>Drug Resistance, Neoplasm</topic><topic>Epidermal growth factor receptors</topic><topic>ErbB Receptors - antagonists &amp; inhibitors</topic><topic>Extracellular matrix</topic><topic>Extracellular Matrix - drug effects</topic><topic>Extracellular Matrix - metabolism</topic><topic>Glioblastoma</topic><topic>Glioblastoma - drug therapy</topic><topic>Glioblastoma - metabolism</topic><topic>Glioblastoma - pathology</topic><topic>Humans</topic><topic>Hyaluronic acid</topic><topic>Hyaluronic Acid - metabolism</topic><topic>Hydrogels - chemistry</topic><topic>Inhibition</topic><topic>Kinetics</topic><topic>Mechanical properties</topic><topic>Mice</topic><topic>Mice, Inbred NOD</topic><topic>Mice, SCID</topic><topic>Physiology</topic><topic>Protein Kinase Inhibitors - pharmacology</topic><topic>Tumor Cells, Cultured</topic><topic>Tumors</topic><topic>Xenograft Model Antitumor Assays</topic><topic>Xenografts</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xiao, Weikun</creatorcontrib><creatorcontrib>Zhang, Rongyu</creatorcontrib><creatorcontrib>Sohrabi, Alireza</creatorcontrib><creatorcontrib>Ehsanipour, Arshia</creatorcontrib><creatorcontrib>Sun, Songping</creatorcontrib><creatorcontrib>Liang, Jesse</creatorcontrib><creatorcontrib>Walthers, Christopher M</creatorcontrib><creatorcontrib>Ta, Lisa</creatorcontrib><creatorcontrib>Nathanson, David A</creatorcontrib><creatorcontrib>Seidlits, Stephanie K</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer research (Chicago, Ill.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xiao, Weikun</au><au>Zhang, Rongyu</au><au>Sohrabi, Alireza</au><au>Ehsanipour, Arshia</au><au>Sun, Songping</au><au>Liang, Jesse</au><au>Walthers, Christopher M</au><au>Ta, Lisa</au><au>Nathanson, David A</au><au>Seidlits, Stephanie K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma</atitle><jtitle>Cancer research (Chicago, Ill.)</jtitle><addtitle>Cancer Res</addtitle><date>2018-03-01</date><risdate>2018</risdate><volume>78</volume><issue>5</issue><spage>1358</spage><epage>1370</epage><pages>1358-1370</pages><issn>0008-5472</issn><eissn>1538-7445</eissn><abstract>Glioblastoma (GBM) tumors exhibit potentially actionable genetic alterations against which targeted therapies have been effective in treatment of other cancers. However, these therapies have largely failed in GBM patients. A notable example is kinase inhibitors of EGFR, which display poor clinical efficacy despite overexpression and/or mutation of EGFR in &gt;50% of GBM. In addressing this issue, preclinical models may be limited by the inability to accurately replicate pathophysiologic interactions of GBM cells with unique aspects of the brain extracellular matrix (ECM), which is relatively enriched in hyaluronic acid (HA) and flexible. In this study, we present a brain-mimetic biomaterial ECM platform for 3D culturing of patient-derived GBM cells, with improved pathophysiologic properties as an experimental model. Compared with orthotopic xenograft assays, the novel biomaterial cultures we developed better preserved the physiology and kinetics of acquired resistance to the EGFR inhibition than gliomasphere cultures. Orthogonal modulation of both HA content and mechanical properties of biomaterial scaffolds was required to achieve this result. Overall, our findings show how specific interactions between GBM cell receptors and scaffold components contribute significantly to resistance to the cytotoxic effects of EGFR inhibition. Three-dimensional culture scaffolds of glioblastoma provide a better physiological representation over current methods of patient-derived cell culture and xenograft models. .</abstract><cop>United States</cop><pub>American Association for Cancer Research, Inc</pub><pmid>29282221</pmid><doi>10.1158/0008-5472.CAN-17-2429</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0008-5472
ispartof Cancer research (Chicago, Ill.), 2018-03, Vol.78 (5), p.1358-1370
issn 0008-5472
1538-7445
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5935550
source EZB Free E-Journals
subjects Animals
Apoptosis
Biocompatible Materials - chemistry
Biomarkers, Tumor - metabolism
Biomaterials
Biomimetics - methods
Brain cancer
Brain Neoplasms - drug therapy
Brain Neoplasms - metabolism
Brain Neoplasms - pathology
Cancer
Cell culture
Cell Culture Techniques - methods
Cell Proliferation
Cytotoxicity
Drug Resistance, Neoplasm
Epidermal growth factor receptors
ErbB Receptors - antagonists & inhibitors
Extracellular matrix
Extracellular Matrix - drug effects
Extracellular Matrix - metabolism
Glioblastoma
Glioblastoma - drug therapy
Glioblastoma - metabolism
Glioblastoma - pathology
Humans
Hyaluronic acid
Hyaluronic Acid - metabolism
Hydrogels - chemistry
Inhibition
Kinetics
Mechanical properties
Mice
Mice, Inbred NOD
Mice, SCID
Physiology
Protein Kinase Inhibitors - pharmacology
Tumor Cells, Cultured
Tumors
Xenograft Model Antitumor Assays
Xenografts
title Brain-Mimetic 3D Culture Platforms Allow Investigation of Cooperative Effects of Extracellular Matrix Features on Therapeutic Resistance in Glioblastoma
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-19T04%3A51%3A39IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Brain-Mimetic%203D%20Culture%20Platforms%20Allow%20Investigation%20of%20Cooperative%20Effects%20of%20Extracellular%20Matrix%20Features%20on%20Therapeutic%20Resistance%20in%20Glioblastoma&rft.jtitle=Cancer%20research%20(Chicago,%20Ill.)&rft.au=Xiao,%20Weikun&rft.date=2018-03-01&rft.volume=78&rft.issue=5&rft.spage=1358&rft.epage=1370&rft.pages=1358-1370&rft.issn=0008-5472&rft.eissn=1538-7445&rft_id=info:doi/10.1158/0008-5472.CAN-17-2429&rft_dat=%3Cproquest_pubme%3E2011385594%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c439t-946a1358d55b8636e02082af42782665ff56062d96e93aafbd88e46e9a73642e3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2011385594&rft_id=info:pmid/29282221&rfr_iscdi=true