Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum

Abstract Background The Cancer Genome Atlas Research Network reported that high-grade serous carcinoma (HGSC) can be classified based on gene expression profiles into four subtypes, termed “immunoreactive,” “differentiated,” “proliferative,” and “mesenchymal.” We previously established a novel histo...

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Main Authors: Takuma Ohsuga, Ken Yamaguchi, Aki Kido, Ryusuke Murakami, Kaoru Abiko, Junzo Hamanishi, Eiji Kondoh, Tsukasa Baba, Ikuo Konishi, Noriomi Matsumura
Format: Article
Language:English
Published: BMC 2017-08-01
Series:BMC Cancer
Subjects:
MRI
Online Access:http://link.springer.com/article/10.1186/s12885-017-3573-1
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spelling doaj-db3334114d114e67b5986c1a5862424d2020-11-25T00:48:01ZengBMCBMC Cancer1471-24072017-08-011711810.1186/s12885-017-3573-1Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneumTakuma Ohsuga0Ken Yamaguchi1Aki Kido2Ryusuke Murakami3Kaoru Abiko4Junzo Hamanishi5Eiji Kondoh6Tsukasa Baba7Ikuo Konishi8Noriomi Matsumura9Department of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Diagnostic Imaging and Nuclear Medicine, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityDepartment of Gynecology and Obstetrics, Kyoto UniversityAbstract Background The Cancer Genome Atlas Research Network reported that high-grade serous carcinoma (HGSC) can be classified based on gene expression profiles into four subtypes, termed “immunoreactive,” “differentiated,” “proliferative,” and “mesenchymal.” We previously established a novel histopathological classification of HGSC, corresponding to the gene expression subtypes: immune reactive (IR), papillo-glandular (PG), solid and proliferative (SP), and mesenchymal transition (MT). The purpose of this study is to identify distinct clinical findings among the four pathological subtypes of HGSC, as well as to predict pathological subtype based on preoperative images. Methods We retrospectively assessed 65 HGSC cases (IR: 17, PG: 7, SP: 14, MT: 27) and analyzed preoperative images. Results All IR cases originated from either the ovary or fallopian tube (P = 0.0269). Significantly more IR cases were diagnosed at earlier stages (P = 0.0013), and IR cases displayed lower levels of ascites (P = 0.0014), fewer peritoneal lesions (P = 0.0080), a sporadic pattern of peritoneal lesions (P = 0.0016), a lower incidence of omental cake (P = 0.0416), and fewer distant metastases (P = 0.0146) compared with the other subtypes. MT cases were more likely to be of peritoneal origin (P = 0.0202), presented at advanced stages with higher levels of ascites (P = 0.0008, 0.0052, respectively), and more frequently had a diffuse pattern of peritoneal lesions (P = 0.0059), omental cake (P = 0.0179), and distant metastasis (P = 0.0053). A decision tree analysis estimated the histopathological subtypes based on preoperative images, with a sensitivity of 67.3%. Conclusions Pathological subtypes of HGSC have distinct clinical behaviors, and preoperative images enable better prediction of pathological subtype. These findings may lead to individualized treatment plans if the effect of treatment based on the HGSC subtype is elucidated.http://link.springer.com/article/10.1186/s12885-017-3573-1High-grade serous carcinomaOvarian cancerSubtypeMRI
collection DOAJ
language English
format Article
sources DOAJ
author Takuma Ohsuga
Ken Yamaguchi
Aki Kido
Ryusuke Murakami
Kaoru Abiko
Junzo Hamanishi
Eiji Kondoh
Tsukasa Baba
Ikuo Konishi
Noriomi Matsumura
spellingShingle Takuma Ohsuga
Ken Yamaguchi
Aki Kido
Ryusuke Murakami
Kaoru Abiko
Junzo Hamanishi
Eiji Kondoh
Tsukasa Baba
Ikuo Konishi
Noriomi Matsumura
Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
BMC Cancer
High-grade serous carcinoma
Ovarian cancer
Subtype
MRI
author_facet Takuma Ohsuga
Ken Yamaguchi
Aki Kido
Ryusuke Murakami
Kaoru Abiko
Junzo Hamanishi
Eiji Kondoh
Tsukasa Baba
Ikuo Konishi
Noriomi Matsumura
author_sort Takuma Ohsuga
title Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
title_short Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
title_full Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
title_fullStr Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
title_full_unstemmed Distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
title_sort distinct preoperative clinical features predict four histopathological subtypes of high-grade serous carcinoma of the ovary, fallopian tube, and peritoneum
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2017-08-01
description Abstract Background The Cancer Genome Atlas Research Network reported that high-grade serous carcinoma (HGSC) can be classified based on gene expression profiles into four subtypes, termed “immunoreactive,” “differentiated,” “proliferative,” and “mesenchymal.” We previously established a novel histopathological classification of HGSC, corresponding to the gene expression subtypes: immune reactive (IR), papillo-glandular (PG), solid and proliferative (SP), and mesenchymal transition (MT). The purpose of this study is to identify distinct clinical findings among the four pathological subtypes of HGSC, as well as to predict pathological subtype based on preoperative images. Methods We retrospectively assessed 65 HGSC cases (IR: 17, PG: 7, SP: 14, MT: 27) and analyzed preoperative images. Results All IR cases originated from either the ovary or fallopian tube (P = 0.0269). Significantly more IR cases were diagnosed at earlier stages (P = 0.0013), and IR cases displayed lower levels of ascites (P = 0.0014), fewer peritoneal lesions (P = 0.0080), a sporadic pattern of peritoneal lesions (P = 0.0016), a lower incidence of omental cake (P = 0.0416), and fewer distant metastases (P = 0.0146) compared with the other subtypes. MT cases were more likely to be of peritoneal origin (P = 0.0202), presented at advanced stages with higher levels of ascites (P = 0.0008, 0.0052, respectively), and more frequently had a diffuse pattern of peritoneal lesions (P = 0.0059), omental cake (P = 0.0179), and distant metastasis (P = 0.0053). A decision tree analysis estimated the histopathological subtypes based on preoperative images, with a sensitivity of 67.3%. Conclusions Pathological subtypes of HGSC have distinct clinical behaviors, and preoperative images enable better prediction of pathological subtype. These findings may lead to individualized treatment plans if the effect of treatment based on the HGSC subtype is elucidated.
topic High-grade serous carcinoma
Ovarian cancer
Subtype
MRI
url http://link.springer.com/article/10.1186/s12885-017-3573-1
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