Integrative analyses of gene expression and chemosensitivity of patient-derived ovarian cancer spheroids link G6PD-driven redox metabolism to cisplatin chemoresistance
Patient-derived cells and xenografts retain the biological characteristics of clinical cancers and are instrumental in gaining a better understanding of the chemoresistance of cancer cells. Here, we have established a panel of patient-derived spheroids from clinical materials of ovarian cancer. Syst...
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Veröffentlicht in: | Cancer letters 2021-11, Vol.521, p.29-38 |
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creator | Yamawaki, Kaoru Mori, Yutaro Sakai, Hiroaki Kanda, Yusuke Shiokawa, Daisuke Ueda, Haruka Ishiguro, Tatsuya Yoshihara, Kosuke Nagasaka, Kazunori Onda, Takashi Kato, Tomoyasu Kondo, Tadashi Enomoto, Takayuki Okamoto, Koji |
description | Patient-derived cells and xenografts retain the biological characteristics of clinical cancers and are instrumental in gaining a better understanding of the chemoresistance of cancer cells. Here, we have established a panel of patient-derived spheroids from clinical materials of ovarian cancer. Systematic evaluation using therapeutic agents indicated that sensitivity to platinum-based compounds significantly varied among the spheroids. To understand the molecular basis of drug sensitivity, we performed integrative analyses combining chemoresistance data and gene expression profiling of the ovarian cancer patient-derived spheroids. Correlation analyses revealed that cisplatin resistance was significantly associated with elevated levels of glucose-6-phosphate dehydrogenase (G6PD) and glutathione-producing redox enzymes. Accordingly, cisplatin-resistant spheroids established in vitro showed elevated levels of G6PD and active glutathione. Moreover, treatment with a G6PD inhibitor in combination with cisplatin suppressed spheroid proliferation in vitro and largely eradicated peritoneal metastasis in mouse xenograft models. Furthermore, G6PD expression was elevated during carcinogenesis and associated with poor prognosis. Thus, the combination of gene expression data and chemosensitivity revealed the essential roles of G6PD-driven redox metabolism in cisplatin resistance, underscoring the significance of an integrative approach using patient-derived cells.
•A panel of spheroids is established from clinical specimens of ovarian cancer.•Diverse sensitivity of ovarian spheroids to platinum-based compounds.•Cisplatin resistance of ovarian spheroids is associated with G6PD and redox enzymes.•G6PD inhibition cooperates with cisplatin for suppression of ovarian cancers. |
doi_str_mv | 10.1016/j.canlet.2021.08.018 |
format | Article |
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•A panel of spheroids is established from clinical specimens of ovarian cancer.•Diverse sensitivity of ovarian spheroids to platinum-based compounds.•Cisplatin resistance of ovarian spheroids is associated with G6PD and redox enzymes.•G6PD inhibition cooperates with cisplatin for suppression of ovarian cancers.</description><identifier>ISSN: 0304-3835</identifier><identifier>EISSN: 1872-7980</identifier><identifier>DOI: 10.1016/j.canlet.2021.08.018</identifier><identifier>PMID: 34419499</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Animal models ; Ascites ; Cancer therapies ; Carcinogenesis ; Chemoresistance ; Chemotherapy ; Cisplatin ; Experiments ; G6PD ; Gene expression ; Glucosephosphate dehydrogenase ; Glutathione ; Life sciences ; Metabolism ; Metastases ; Mutation ; Ovarian cancer ; Patient-derived cells ; Patients ; Peritoneum ; Software ; Spheroids ; Stem cells ; Tumors ; Xenografts</subject><ispartof>Cancer letters, 2021-11, Vol.521, p.29-38</ispartof><rights>2021 The Authors</rights><rights>Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.</rights><rights>2021. The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c436t-c393d14d3fd57d262036e2f73ec2c0dd6c96afe4faea3a5fac4b1ac2509964ed3</citedby><cites>FETCH-LOGICAL-c436t-c393d14d3fd57d262036e2f73ec2c0dd6c96afe4faea3a5fac4b1ac2509964ed3</cites><orcidid>0000-0001-9561-1522 ; 0000-0002-4030-1890 ; 0000-0002-6445-4066 ; 0000-0002-2254-3378 ; 0000-0002-0696-5175</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0304383521004079$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34419499$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yamawaki, Kaoru</creatorcontrib><creatorcontrib>Mori, Yutaro</creatorcontrib><creatorcontrib>Sakai, Hiroaki</creatorcontrib><creatorcontrib>Kanda, Yusuke</creatorcontrib><creatorcontrib>Shiokawa, Daisuke</creatorcontrib><creatorcontrib>Ueda, Haruka</creatorcontrib><creatorcontrib>Ishiguro, Tatsuya</creatorcontrib><creatorcontrib>Yoshihara, Kosuke</creatorcontrib><creatorcontrib>Nagasaka, Kazunori</creatorcontrib><creatorcontrib>Onda, Takashi</creatorcontrib><creatorcontrib>Kato, Tomoyasu</creatorcontrib><creatorcontrib>Kondo, Tadashi</creatorcontrib><creatorcontrib>Enomoto, Takayuki</creatorcontrib><creatorcontrib>Okamoto, Koji</creatorcontrib><title>Integrative analyses of gene expression and chemosensitivity of patient-derived ovarian cancer spheroids link G6PD-driven redox metabolism to cisplatin chemoresistance</title><title>Cancer letters</title><addtitle>Cancer Lett</addtitle><description>Patient-derived cells and xenografts retain the biological characteristics of clinical cancers and are instrumental in gaining a better understanding of the chemoresistance of cancer cells. Here, we have established a panel of patient-derived spheroids from clinical materials of ovarian cancer. Systematic evaluation using therapeutic agents indicated that sensitivity to platinum-based compounds significantly varied among the spheroids. To understand the molecular basis of drug sensitivity, we performed integrative analyses combining chemoresistance data and gene expression profiling of the ovarian cancer patient-derived spheroids. Correlation analyses revealed that cisplatin resistance was significantly associated with elevated levels of glucose-6-phosphate dehydrogenase (G6PD) and glutathione-producing redox enzymes. Accordingly, cisplatin-resistant spheroids established in vitro showed elevated levels of G6PD and active glutathione. Moreover, treatment with a G6PD inhibitor in combination with cisplatin suppressed spheroid proliferation in vitro and largely eradicated peritoneal metastasis in mouse xenograft models. Furthermore, G6PD expression was elevated during carcinogenesis and associated with poor prognosis. Thus, the combination of gene expression data and chemosensitivity revealed the essential roles of G6PD-driven redox metabolism in cisplatin resistance, underscoring the significance of an integrative approach using patient-derived cells.
•A panel of spheroids is established from clinical specimens of ovarian cancer.•Diverse sensitivity of ovarian spheroids to platinum-based compounds.•Cisplatin resistance of ovarian spheroids is associated with G6PD and redox enzymes.•G6PD inhibition cooperates with cisplatin for suppression of ovarian cancers.</description><subject>Animal models</subject><subject>Ascites</subject><subject>Cancer therapies</subject><subject>Carcinogenesis</subject><subject>Chemoresistance</subject><subject>Chemotherapy</subject><subject>Cisplatin</subject><subject>Experiments</subject><subject>G6PD</subject><subject>Gene expression</subject><subject>Glucosephosphate dehydrogenase</subject><subject>Glutathione</subject><subject>Life sciences</subject><subject>Metabolism</subject><subject>Metastases</subject><subject>Mutation</subject><subject>Ovarian cancer</subject><subject>Patient-derived cells</subject><subject>Patients</subject><subject>Peritoneum</subject><subject>Software</subject><subject>Spheroids</subject><subject>Stem cells</subject><subject>Tumors</subject><subject>Xenografts</subject><issn>0304-3835</issn><issn>1872-7980</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kc1uFDEQhC0EIkvgDRCyxHkG_83fBQkFCJEiwQHOltfuSbzM2IPbu8o-Ea-JRxM4cuqDv6pqdxHymrOaM96-O9TWhAlyLZjgNetrxvsnZMf7TlTd0LOnZMckU5XsZXNBXiAeGGON6prn5EIqxQc1DDvy-yZkuEsm-xNQE8x0RkAaR3oHASg8LAkQfQzlzVF7D3NECOgL7vN55ZYihZArB6lYOBpPJnkTaFnOQqK43EOK3iGdfPhJr9tvHyu3koEmcPGBzpDNPk4eZ5ojtR6XqTiGLauEe8yr00vybDQTwqvHeUl-fP70_epLdfv1-ubqw21llWxzZeUgHVdOjq7pnGgFky2IsZNghWXOtXZozQhqNGCkaUZj1Z4bKxo2DK0CJy_J2813SfHXETDrQzymchfUoulaKSRjolBqo2yKiAlGvSQ_m3TWnOm1HX3QWzt6bUezXpd2iuzNo_lxP4P7J_pbRwHebwCUL548JI22XNeC8wls1i76_yf8AQ05qDg</recordid><startdate>20211128</startdate><enddate>20211128</enddate><creator>Yamawaki, Kaoru</creator><creator>Mori, Yutaro</creator><creator>Sakai, Hiroaki</creator><creator>Kanda, Yusuke</creator><creator>Shiokawa, Daisuke</creator><creator>Ueda, Haruka</creator><creator>Ishiguro, Tatsuya</creator><creator>Yoshihara, Kosuke</creator><creator>Nagasaka, Kazunori</creator><creator>Onda, Takashi</creator><creator>Kato, Tomoyasu</creator><creator>Kondo, Tadashi</creator><creator>Enomoto, Takayuki</creator><creator>Okamoto, Koji</creator><general>Elsevier B.V</general><general>Elsevier Limited</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TO</scope><scope>7U9</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope><orcidid>https://orcid.org/0000-0001-9561-1522</orcidid><orcidid>https://orcid.org/0000-0002-4030-1890</orcidid><orcidid>https://orcid.org/0000-0002-6445-4066</orcidid><orcidid>https://orcid.org/0000-0002-2254-3378</orcidid><orcidid>https://orcid.org/0000-0002-0696-5175</orcidid></search><sort><creationdate>20211128</creationdate><title>Integrative analyses of gene expression and chemosensitivity of patient-derived ovarian cancer spheroids link G6PD-driven redox metabolism to cisplatin chemoresistance</title><author>Yamawaki, Kaoru ; 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Here, we have established a panel of patient-derived spheroids from clinical materials of ovarian cancer. Systematic evaluation using therapeutic agents indicated that sensitivity to platinum-based compounds significantly varied among the spheroids. To understand the molecular basis of drug sensitivity, we performed integrative analyses combining chemoresistance data and gene expression profiling of the ovarian cancer patient-derived spheroids. Correlation analyses revealed that cisplatin resistance was significantly associated with elevated levels of glucose-6-phosphate dehydrogenase (G6PD) and glutathione-producing redox enzymes. Accordingly, cisplatin-resistant spheroids established in vitro showed elevated levels of G6PD and active glutathione. Moreover, treatment with a G6PD inhibitor in combination with cisplatin suppressed spheroid proliferation in vitro and largely eradicated peritoneal metastasis in mouse xenograft models. Furthermore, G6PD expression was elevated during carcinogenesis and associated with poor prognosis. Thus, the combination of gene expression data and chemosensitivity revealed the essential roles of G6PD-driven redox metabolism in cisplatin resistance, underscoring the significance of an integrative approach using patient-derived cells.
•A panel of spheroids is established from clinical specimens of ovarian cancer.•Diverse sensitivity of ovarian spheroids to platinum-based compounds.•Cisplatin resistance of ovarian spheroids is associated with G6PD and redox enzymes.•G6PD inhibition cooperates with cisplatin for suppression of ovarian cancers.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>34419499</pmid><doi>10.1016/j.canlet.2021.08.018</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-9561-1522</orcidid><orcidid>https://orcid.org/0000-0002-4030-1890</orcidid><orcidid>https://orcid.org/0000-0002-6445-4066</orcidid><orcidid>https://orcid.org/0000-0002-2254-3378</orcidid><orcidid>https://orcid.org/0000-0002-0696-5175</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animal models Ascites Cancer therapies Carcinogenesis Chemoresistance Chemotherapy Cisplatin Experiments G6PD Gene expression Glucosephosphate dehydrogenase Glutathione Life sciences Metabolism Metastases Mutation Ovarian cancer Patient-derived cells Patients Peritoneum Software Spheroids Stem cells Tumors Xenografts |
title | Integrative analyses of gene expression and chemosensitivity of patient-derived ovarian cancer spheroids link G6PD-driven redox metabolism to cisplatin chemoresistance |
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