Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing

Objective: Ovarian cancer has the highest mortality among gynecological cancers. High-grade serous carcinoma (HGSC) is the most common histotype of ovarian cancer regardless of ethnicity, whereas clear cell carcinoma (CCC) is more common in East Asians than Caucasians. The elucidation of predominant...

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Main Authors: Saya Nagasawa, Kazuhiro Ikeda, Kuniko Horie-Inoue, Sho Sato, Atsuo Itakura, Satoru Takeda, Kosei Hasegawa, Satoshi Inoue
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/18/4330
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spelling doaj-ec8ccf33518e4de3bd8c350085cf4c0c2020-11-25T01:18:49ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-09-012018433010.3390/ijms20184330ijms20184330Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-SequencingSaya Nagasawa0Kazuhiro Ikeda1Kuniko Horie-Inoue2Sho Sato3Atsuo Itakura4Satoru Takeda5Kosei Hasegawa6Satoshi Inoue7Division of Gene Regulation and Signal Transduction, Research Center for Genomic Medicine, Saitama Medical University, Saitama 350-1241, JapanDivision of Gene Regulation and Signal Transduction, Research Center for Genomic Medicine, Saitama Medical University, Saitama 350-1241, JapanDivision of Gene Regulation and Signal Transduction, Research Center for Genomic Medicine, Saitama Medical University, Saitama 350-1241, JapanDepartment of Gynecologic Oncology, Saitama Medical University International Medical Center, Saitama 350-1298, JapanDepartment of Obstetrics and Gynecology, Juntendo University, Tokyo 113-8421, JapanDepartment of Obstetrics and Gynecology, Juntendo University, Tokyo 113-8421, JapanDepartment of Gynecologic Oncology, Saitama Medical University International Medical Center, Saitama 350-1298, JapanDivision of Gene Regulation and Signal Transduction, Research Center for Genomic Medicine, Saitama Medical University, Saitama 350-1241, JapanObjective: Ovarian cancer has the highest mortality among gynecological cancers. High-grade serous carcinoma (HGSC) is the most common histotype of ovarian cancer regardless of ethnicity, whereas clear cell carcinoma (CCC) is more common in East Asians than Caucasians. The elucidation of predominant signaling pathways in these cancers is the first step towards understanding their molecular mechanisms and developing their clinical management. Methods: RNA sequencing was performed for 27 clinical ovarian specimens from Japanese women. Principal component analysis (PCA) was conducted on the sequence data mapped on RefSeq with normalized read counts, and functional annotation analysis was performed on genes with substantial weights in PCA. Knockdown experiments were conducted on the selected genes on the basis of PCA. Results: Functional annotation analysis of PCA-defined genes showed predominant pathways, such as cell growth regulators and blood coagulators in CCC and transcription regulators in HGSC. Knockdown experiments showed that the inhibition of the calcium-dependent protein copine 8 (CPNE8) and the transcription factor basic helix-loop-helix family member e 41 (BHLHE41) repressed the proliferation of CCC- and HGSC-derived cells, respectively. Conclusions: This study identified <i>CPNE8</i> and <i>BHLHE41</i> as characteristic genes for CCC and HGSC, respectively. The systemic identification of differentially expressed genes in CCC and HGSC will provide useful information to understand transcriptomic differences in these ovarian cancers and to further develop potential diagnostic and therapeutic options for advanced disease.https://www.mdpi.com/1422-0067/20/18/4330ovarian cancergene expressionRNA sequencingclear cell carcinomahigh-grade serous carcinoma
collection DOAJ
language English
format Article
sources DOAJ
author Saya Nagasawa
Kazuhiro Ikeda
Kuniko Horie-Inoue
Sho Sato
Atsuo Itakura
Satoru Takeda
Kosei Hasegawa
Satoshi Inoue
spellingShingle Saya Nagasawa
Kazuhiro Ikeda
Kuniko Horie-Inoue
Sho Sato
Atsuo Itakura
Satoru Takeda
Kosei Hasegawa
Satoshi Inoue
Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
International Journal of Molecular Sciences
ovarian cancer
gene expression
RNA sequencing
clear cell carcinoma
high-grade serous carcinoma
author_facet Saya Nagasawa
Kazuhiro Ikeda
Kuniko Horie-Inoue
Sho Sato
Atsuo Itakura
Satoru Takeda
Kosei Hasegawa
Satoshi Inoue
author_sort Saya Nagasawa
title Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
title_short Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
title_full Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
title_fullStr Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
title_full_unstemmed Systematic Identification of Characteristic Genes of Ovarian Clear Cell Carcinoma Compared with High-Grade Serous Carcinoma Based on RNA-Sequencing
title_sort systematic identification of characteristic genes of ovarian clear cell carcinoma compared with high-grade serous carcinoma based on rna-sequencing
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-09-01
description Objective: Ovarian cancer has the highest mortality among gynecological cancers. High-grade serous carcinoma (HGSC) is the most common histotype of ovarian cancer regardless of ethnicity, whereas clear cell carcinoma (CCC) is more common in East Asians than Caucasians. The elucidation of predominant signaling pathways in these cancers is the first step towards understanding their molecular mechanisms and developing their clinical management. Methods: RNA sequencing was performed for 27 clinical ovarian specimens from Japanese women. Principal component analysis (PCA) was conducted on the sequence data mapped on RefSeq with normalized read counts, and functional annotation analysis was performed on genes with substantial weights in PCA. Knockdown experiments were conducted on the selected genes on the basis of PCA. Results: Functional annotation analysis of PCA-defined genes showed predominant pathways, such as cell growth regulators and blood coagulators in CCC and transcription regulators in HGSC. Knockdown experiments showed that the inhibition of the calcium-dependent protein copine 8 (CPNE8) and the transcription factor basic helix-loop-helix family member e 41 (BHLHE41) repressed the proliferation of CCC- and HGSC-derived cells, respectively. Conclusions: This study identified <i>CPNE8</i> and <i>BHLHE41</i> as characteristic genes for CCC and HGSC, respectively. The systemic identification of differentially expressed genes in CCC and HGSC will provide useful information to understand transcriptomic differences in these ovarian cancers and to further develop potential diagnostic and therapeutic options for advanced disease.
topic ovarian cancer
gene expression
RNA sequencing
clear cell carcinoma
high-grade serous carcinoma
url https://www.mdpi.com/1422-0067/20/18/4330
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