Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer

Activation of the epithelial-to-mesenchymal transition (EMT) program is a critical mechanism for initiating cancer progression and migration. Colorectal cancers contain many genetic and epigenetic alterations that can contribute to EMT. Mutations activating the PI3K/AKT signaling pathway are observe...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Molecular cancer research 2020-02, Vol.18 (2), p.264-277
Hauptverfasser: Miller, Samuel A, Policastro, Robert A, Savant, Sudha S, Sriramkumar, Shruthi, Ding, Ning, Lu, Xiaoyu, Mohammad, Helai P, Cao, Sha, Kalin, Jay H, Cole, Philip A, Zentner, Gabriel E, O'Hagan, Heather M
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 277
container_issue 2
container_start_page 264
container_title Molecular cancer research
container_volume 18
creator Miller, Samuel A
Policastro, Robert A
Savant, Sudha S
Sriramkumar, Shruthi
Ding, Ning
Lu, Xiaoyu
Mohammad, Helai P
Cao, Sha
Kalin, Jay H
Cole, Philip A
Zentner, Gabriel E
O'Hagan, Heather M
description Activation of the epithelial-to-mesenchymal transition (EMT) program is a critical mechanism for initiating cancer progression and migration. Colorectal cancers contain many genetic and epigenetic alterations that can contribute to EMT. Mutations activating the PI3K/AKT signaling pathway are observed in >40% of patients with colorectal cancer contributing to increased invasion and metastasis. Little is known about how oncogenic signaling pathways such as PI3K/AKT synergize with chromatin modifiers to activate the EMT program. Lysine-specific demethylase 1 (LSD1) is a chromatin-modifying enzyme that is overexpressed in colorectal cancer and enhances cell migration. In this study, we determine that LSD1 expression is significantly elevated in patients with colorectal cancer with mutation of the catalytic subunit of PI3K, , compared with patients with colorectal cancer with WT . LSD1 enhances activation of the AKT kinase in colorectal cancer cells through a noncatalytic mechanism, acting as a scaffolding protein for the transcription-repressing CoREST complex. In addition, growth of -mutant colorectal cancer cells is uniquely dependent on LSD1. Knockdown or CRISPR knockout of LSD1 blocks AKT-mediated stabilization of the EMT-promoting transcription factor Snail and effectively blocks AKT-mediated EMT and migration. Overall, we uniquely demonstrate that LSD1 mediates AKT activation in response to growth factors and oxidative stress, and LSD1-regulated AKT activity promotes EMT-like characteristics in a subset of -mutant cells. IMPLICATIONS: Our data support the hypothesis that inhibitors targeting the CoREST complex may be clinically effective in patients with colorectal cancer harboring mutations.
doi_str_mv 10.1158/1541-7786.MCR-19-0748
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7002231</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2313381926</sourcerecordid><originalsourceid>FETCH-LOGICAL-c515t-1cb50d8fa1f39850b6b98b19ea4e567313671f7fbd9f24a103dcef550c048ac23</originalsourceid><addsrcrecordid>eNpVkdFu0zAUhi0EYqPwCCBfcuPhE8dxcoNUhQHTWjFBubYc94QaJXax3Ul5BN6aRCsTXNnS_53fR_4IeQ38CkDW70CWwJSqq6tt-5VBw7gq6yfkEqRUTEAhny73M3NBXqT0k_OCg6qekwsBipdKiEvyezMl55F9O6J1vbP0A46YD9NgElKgW9w7kzHR9e2Orm129y5P1Pg9vYthDEtyfXT5gIMzA8uBbTGht4dpNAPdReOTyy546jy9u7kV7Zqy7Skbn2kbhhDR5plrjbcYX5JnvRkSvjqfK_L94_Wu_cw2Xz7dtOsNsxJkZmA7yfd1b6AXTS15V3VN3UGDpkRZKQGiUtCrvts3fVEa4GJvsZeSW17WxhZiRd4_9B5P3Yhz6HM0gz5GN5o46WCc_j_x7qB_hHut5v8r5v4VeXsuiOHXCVPWo0sWh8F4DKekF0bU0BTVjMoH1MaQUsT-8RngetGoF0V6UaRnjRoavWic5978u-Pj1F9v4g_hnps6</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2313381926</pqid></control><display><type>article</type><title>Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer</title><source>MEDLINE</source><source>American Association for Cancer Research</source><source>EZB-FREE-00999 freely available EZB journals</source><source>Free Full-Text Journals in Chemistry</source><creator>Miller, Samuel A ; Policastro, Robert A ; Savant, Sudha S ; Sriramkumar, Shruthi ; Ding, Ning ; Lu, Xiaoyu ; Mohammad, Helai P ; Cao, Sha ; Kalin, Jay H ; Cole, Philip A ; Zentner, Gabriel E ; O'Hagan, Heather M</creator><creatorcontrib>Miller, Samuel A ; Policastro, Robert A ; Savant, Sudha S ; Sriramkumar, Shruthi ; Ding, Ning ; Lu, Xiaoyu ; Mohammad, Helai P ; Cao, Sha ; Kalin, Jay H ; Cole, Philip A ; Zentner, Gabriel E ; O'Hagan, Heather M</creatorcontrib><description>Activation of the epithelial-to-mesenchymal transition (EMT) program is a critical mechanism for initiating cancer progression and migration. Colorectal cancers contain many genetic and epigenetic alterations that can contribute to EMT. Mutations activating the PI3K/AKT signaling pathway are observed in &gt;40% of patients with colorectal cancer contributing to increased invasion and metastasis. Little is known about how oncogenic signaling pathways such as PI3K/AKT synergize with chromatin modifiers to activate the EMT program. Lysine-specific demethylase 1 (LSD1) is a chromatin-modifying enzyme that is overexpressed in colorectal cancer and enhances cell migration. In this study, we determine that LSD1 expression is significantly elevated in patients with colorectal cancer with mutation of the catalytic subunit of PI3K, , compared with patients with colorectal cancer with WT . LSD1 enhances activation of the AKT kinase in colorectal cancer cells through a noncatalytic mechanism, acting as a scaffolding protein for the transcription-repressing CoREST complex. In addition, growth of -mutant colorectal cancer cells is uniquely dependent on LSD1. Knockdown or CRISPR knockout of LSD1 blocks AKT-mediated stabilization of the EMT-promoting transcription factor Snail and effectively blocks AKT-mediated EMT and migration. Overall, we uniquely demonstrate that LSD1 mediates AKT activation in response to growth factors and oxidative stress, and LSD1-regulated AKT activity promotes EMT-like characteristics in a subset of -mutant cells. IMPLICATIONS: Our data support the hypothesis that inhibitors targeting the CoREST complex may be clinically effective in patients with colorectal cancer harboring mutations.</description><identifier>ISSN: 1541-7786</identifier><identifier>EISSN: 1557-3125</identifier><identifier>DOI: 10.1158/1541-7786.MCR-19-0748</identifier><identifier>PMID: 31704733</identifier><language>eng</language><publisher>United States</publisher><subject>Cell Line, Tumor ; Chromatin - genetics ; Chromatin - metabolism ; Class I Phosphatidylinositol 3-Kinases - genetics ; Class I Phosphatidylinositol 3-Kinases - metabolism ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - metabolism ; Colorectal Neoplasms - pathology ; Epithelial-Mesenchymal Transition - genetics ; Gene Knockout Techniques ; HCT116 Cells ; Histone Demethylases - genetics ; Histone Demethylases - metabolism ; HT29 Cells ; Humans ; Mutation ; Phosphorylation ; Protein Stability ; Proto-Oncogene Proteins c-akt - genetics ; Proto-Oncogene Proteins c-akt - metabolism ; Snail Family Transcription Factors - genetics ; Snail Family Transcription Factors - metabolism ; Transfection</subject><ispartof>Molecular cancer research, 2020-02, Vol.18 (2), p.264-277</ispartof><rights>2019 American Association for Cancer Research.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c515t-1cb50d8fa1f39850b6b98b19ea4e567313671f7fbd9f24a103dcef550c048ac23</citedby><cites>FETCH-LOGICAL-c515t-1cb50d8fa1f39850b6b98b19ea4e567313671f7fbd9f24a103dcef550c048ac23</cites><orcidid>0000-0002-0801-7646 ; 0000-0002-8645-848X ; 0000-0001-9750-5088 ; 0000-0003-1308-2546 ; 0000-0002-8747-6022</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,3343,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31704733$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Miller, Samuel A</creatorcontrib><creatorcontrib>Policastro, Robert A</creatorcontrib><creatorcontrib>Savant, Sudha S</creatorcontrib><creatorcontrib>Sriramkumar, Shruthi</creatorcontrib><creatorcontrib>Ding, Ning</creatorcontrib><creatorcontrib>Lu, Xiaoyu</creatorcontrib><creatorcontrib>Mohammad, Helai P</creatorcontrib><creatorcontrib>Cao, Sha</creatorcontrib><creatorcontrib>Kalin, Jay H</creatorcontrib><creatorcontrib>Cole, Philip A</creatorcontrib><creatorcontrib>Zentner, Gabriel E</creatorcontrib><creatorcontrib>O'Hagan, Heather M</creatorcontrib><title>Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer</title><title>Molecular cancer research</title><addtitle>Mol Cancer Res</addtitle><description>Activation of the epithelial-to-mesenchymal transition (EMT) program is a critical mechanism for initiating cancer progression and migration. Colorectal cancers contain many genetic and epigenetic alterations that can contribute to EMT. Mutations activating the PI3K/AKT signaling pathway are observed in &gt;40% of patients with colorectal cancer contributing to increased invasion and metastasis. Little is known about how oncogenic signaling pathways such as PI3K/AKT synergize with chromatin modifiers to activate the EMT program. Lysine-specific demethylase 1 (LSD1) is a chromatin-modifying enzyme that is overexpressed in colorectal cancer and enhances cell migration. In this study, we determine that LSD1 expression is significantly elevated in patients with colorectal cancer with mutation of the catalytic subunit of PI3K, , compared with patients with colorectal cancer with WT . LSD1 enhances activation of the AKT kinase in colorectal cancer cells through a noncatalytic mechanism, acting as a scaffolding protein for the transcription-repressing CoREST complex. In addition, growth of -mutant colorectal cancer cells is uniquely dependent on LSD1. Knockdown or CRISPR knockout of LSD1 blocks AKT-mediated stabilization of the EMT-promoting transcription factor Snail and effectively blocks AKT-mediated EMT and migration. Overall, we uniquely demonstrate that LSD1 mediates AKT activation in response to growth factors and oxidative stress, and LSD1-regulated AKT activity promotes EMT-like characteristics in a subset of -mutant cells. IMPLICATIONS: Our data support the hypothesis that inhibitors targeting the CoREST complex may be clinically effective in patients with colorectal cancer harboring mutations.</description><subject>Cell Line, Tumor</subject><subject>Chromatin - genetics</subject><subject>Chromatin - metabolism</subject><subject>Class I Phosphatidylinositol 3-Kinases - genetics</subject><subject>Class I Phosphatidylinositol 3-Kinases - metabolism</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - metabolism</subject><subject>Colorectal Neoplasms - pathology</subject><subject>Epithelial-Mesenchymal Transition - genetics</subject><subject>Gene Knockout Techniques</subject><subject>HCT116 Cells</subject><subject>Histone Demethylases - genetics</subject><subject>Histone Demethylases - metabolism</subject><subject>HT29 Cells</subject><subject>Humans</subject><subject>Mutation</subject><subject>Phosphorylation</subject><subject>Protein Stability</subject><subject>Proto-Oncogene Proteins c-akt - genetics</subject><subject>Proto-Oncogene Proteins c-akt - metabolism</subject><subject>Snail Family Transcription Factors - genetics</subject><subject>Snail Family Transcription Factors - metabolism</subject><subject>Transfection</subject><issn>1541-7786</issn><issn>1557-3125</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkdFu0zAUhi0EYqPwCCBfcuPhE8dxcoNUhQHTWjFBubYc94QaJXax3Ul5BN6aRCsTXNnS_53fR_4IeQ38CkDW70CWwJSqq6tt-5VBw7gq6yfkEqRUTEAhny73M3NBXqT0k_OCg6qekwsBipdKiEvyezMl55F9O6J1vbP0A46YD9NgElKgW9w7kzHR9e2Orm129y5P1Pg9vYthDEtyfXT5gIMzA8uBbTGht4dpNAPdReOTyy546jy9u7kV7Zqy7Skbn2kbhhDR5plrjbcYX5JnvRkSvjqfK_L94_Wu_cw2Xz7dtOsNsxJkZmA7yfd1b6AXTS15V3VN3UGDpkRZKQGiUtCrvts3fVEa4GJvsZeSW17WxhZiRd4_9B5P3Yhz6HM0gz5GN5o46WCc_j_x7qB_hHut5v8r5v4VeXsuiOHXCVPWo0sWh8F4DKekF0bU0BTVjMoH1MaQUsT-8RngetGoF0V6UaRnjRoavWic5978u-Pj1F9v4g_hnps6</recordid><startdate>20200201</startdate><enddate>20200201</enddate><creator>Miller, Samuel A</creator><creator>Policastro, Robert A</creator><creator>Savant, Sudha S</creator><creator>Sriramkumar, Shruthi</creator><creator>Ding, Ning</creator><creator>Lu, Xiaoyu</creator><creator>Mohammad, Helai P</creator><creator>Cao, Sha</creator><creator>Kalin, Jay H</creator><creator>Cole, Philip A</creator><creator>Zentner, Gabriel E</creator><creator>O'Hagan, Heather M</creator><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>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0801-7646</orcidid><orcidid>https://orcid.org/0000-0002-8645-848X</orcidid><orcidid>https://orcid.org/0000-0001-9750-5088</orcidid><orcidid>https://orcid.org/0000-0003-1308-2546</orcidid><orcidid>https://orcid.org/0000-0002-8747-6022</orcidid></search><sort><creationdate>20200201</creationdate><title>Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer</title><author>Miller, Samuel A ; Policastro, Robert A ; Savant, Sudha S ; Sriramkumar, Shruthi ; Ding, Ning ; Lu, Xiaoyu ; Mohammad, Helai P ; Cao, Sha ; Kalin, Jay H ; Cole, Philip A ; Zentner, Gabriel E ; O'Hagan, Heather M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c515t-1cb50d8fa1f39850b6b98b19ea4e567313671f7fbd9f24a103dcef550c048ac23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Cell Line, Tumor</topic><topic>Chromatin - genetics</topic><topic>Chromatin - metabolism</topic><topic>Class I Phosphatidylinositol 3-Kinases - genetics</topic><topic>Class I Phosphatidylinositol 3-Kinases - metabolism</topic><topic>Colorectal Neoplasms - genetics</topic><topic>Colorectal Neoplasms - metabolism</topic><topic>Colorectal Neoplasms - pathology</topic><topic>Epithelial-Mesenchymal Transition - genetics</topic><topic>Gene Knockout Techniques</topic><topic>HCT116 Cells</topic><topic>Histone Demethylases - genetics</topic><topic>Histone Demethylases - metabolism</topic><topic>HT29 Cells</topic><topic>Humans</topic><topic>Mutation</topic><topic>Phosphorylation</topic><topic>Protein Stability</topic><topic>Proto-Oncogene Proteins c-akt - genetics</topic><topic>Proto-Oncogene Proteins c-akt - metabolism</topic><topic>Snail Family Transcription Factors - genetics</topic><topic>Snail Family Transcription Factors - metabolism</topic><topic>Transfection</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miller, Samuel A</creatorcontrib><creatorcontrib>Policastro, Robert A</creatorcontrib><creatorcontrib>Savant, Sudha S</creatorcontrib><creatorcontrib>Sriramkumar, Shruthi</creatorcontrib><creatorcontrib>Ding, Ning</creatorcontrib><creatorcontrib>Lu, Xiaoyu</creatorcontrib><creatorcontrib>Mohammad, Helai P</creatorcontrib><creatorcontrib>Cao, Sha</creatorcontrib><creatorcontrib>Kalin, Jay H</creatorcontrib><creatorcontrib>Cole, Philip A</creatorcontrib><creatorcontrib>Zentner, Gabriel E</creatorcontrib><creatorcontrib>O'Hagan, Heather 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>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular cancer research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miller, Samuel A</au><au>Policastro, Robert A</au><au>Savant, Sudha S</au><au>Sriramkumar, Shruthi</au><au>Ding, Ning</au><au>Lu, Xiaoyu</au><au>Mohammad, Helai P</au><au>Cao, Sha</au><au>Kalin, Jay H</au><au>Cole, Philip A</au><au>Zentner, Gabriel E</au><au>O'Hagan, Heather M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer</atitle><jtitle>Molecular cancer research</jtitle><addtitle>Mol Cancer Res</addtitle><date>2020-02-01</date><risdate>2020</risdate><volume>18</volume><issue>2</issue><spage>264</spage><epage>277</epage><pages>264-277</pages><issn>1541-7786</issn><eissn>1557-3125</eissn><abstract>Activation of the epithelial-to-mesenchymal transition (EMT) program is a critical mechanism for initiating cancer progression and migration. Colorectal cancers contain many genetic and epigenetic alterations that can contribute to EMT. Mutations activating the PI3K/AKT signaling pathway are observed in &gt;40% of patients with colorectal cancer contributing to increased invasion and metastasis. Little is known about how oncogenic signaling pathways such as PI3K/AKT synergize with chromatin modifiers to activate the EMT program. Lysine-specific demethylase 1 (LSD1) is a chromatin-modifying enzyme that is overexpressed in colorectal cancer and enhances cell migration. In this study, we determine that LSD1 expression is significantly elevated in patients with colorectal cancer with mutation of the catalytic subunit of PI3K, , compared with patients with colorectal cancer with WT . LSD1 enhances activation of the AKT kinase in colorectal cancer cells through a noncatalytic mechanism, acting as a scaffolding protein for the transcription-repressing CoREST complex. In addition, growth of -mutant colorectal cancer cells is uniquely dependent on LSD1. Knockdown or CRISPR knockout of LSD1 blocks AKT-mediated stabilization of the EMT-promoting transcription factor Snail and effectively blocks AKT-mediated EMT and migration. Overall, we uniquely demonstrate that LSD1 mediates AKT activation in response to growth factors and oxidative stress, and LSD1-regulated AKT activity promotes EMT-like characteristics in a subset of -mutant cells. IMPLICATIONS: Our data support the hypothesis that inhibitors targeting the CoREST complex may be clinically effective in patients with colorectal cancer harboring mutations.</abstract><cop>United States</cop><pmid>31704733</pmid><doi>10.1158/1541-7786.MCR-19-0748</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-0801-7646</orcidid><orcidid>https://orcid.org/0000-0002-8645-848X</orcidid><orcidid>https://orcid.org/0000-0001-9750-5088</orcidid><orcidid>https://orcid.org/0000-0003-1308-2546</orcidid><orcidid>https://orcid.org/0000-0002-8747-6022</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1541-7786
ispartof Molecular cancer research, 2020-02, Vol.18 (2), p.264-277
issn 1541-7786
1557-3125
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7002231
source MEDLINE; American Association for Cancer Research; EZB-FREE-00999 freely available EZB journals; Free Full-Text Journals in Chemistry
subjects Cell Line, Tumor
Chromatin - genetics
Chromatin - metabolism
Class I Phosphatidylinositol 3-Kinases - genetics
Class I Phosphatidylinositol 3-Kinases - metabolism
Colorectal Neoplasms - genetics
Colorectal Neoplasms - metabolism
Colorectal Neoplasms - pathology
Epithelial-Mesenchymal Transition - genetics
Gene Knockout Techniques
HCT116 Cells
Histone Demethylases - genetics
Histone Demethylases - metabolism
HT29 Cells
Humans
Mutation
Phosphorylation
Protein Stability
Proto-Oncogene Proteins c-akt - genetics
Proto-Oncogene Proteins c-akt - metabolism
Snail Family Transcription Factors - genetics
Snail Family Transcription Factors - metabolism
Transfection
title Lysine-Specific Demethylase 1 Mediates AKT Activity and Promotes Epithelial-to-Mesenchymal Transition in PIK3CA -Mutant Colorectal Cancer
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-27T16%3A25%3A09IST&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=Lysine-Specific%20Demethylase%201%20Mediates%20AKT%20Activity%20and%20Promotes%20Epithelial-to-Mesenchymal%20Transition%20in%20PIK3CA%20-Mutant%20Colorectal%20Cancer&rft.jtitle=Molecular%20cancer%20research&rft.au=Miller,%20Samuel%20A&rft.date=2020-02-01&rft.volume=18&rft.issue=2&rft.spage=264&rft.epage=277&rft.pages=264-277&rft.issn=1541-7786&rft.eissn=1557-3125&rft_id=info:doi/10.1158/1541-7786.MCR-19-0748&rft_dat=%3Cproquest_pubme%3E2313381926%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2313381926&rft_id=info:pmid/31704733&rfr_iscdi=true