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...
Main Authors: | , , , , , , , |
---|---|
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 |
id |
doaj-ec8ccf33518e4de3bd8c350085cf4c0c |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT sayanagasawa systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT kazuhiroikeda systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT kunikohorieinoue systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT shosato systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT atsuoitakura systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT satorutakeda systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT koseihasegawa systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing AT satoshiinoue systematicidentificationofcharacteristicgenesofovarianclearcellcarcinomacomparedwithhighgradeserouscarcinomabasedonrnasequencing |
_version_ |
1725140150269247488 |