A genomewide transcriptomic approach identifies a novel gene expression signature for the detection of lymph node metastasis in patients with early stage gastric cancer

被引:18
作者
Izumi, Daisuke [1 ,2 ,3 ,4 ]
Gao, Feng [5 ]
Toden, Shusuke [1 ,2 ]
Sonohara, Fuminori [1 ,2 ,6 ]
Kanda, Mitsuro [6 ]
Ishimoto, Takatsugu [3 ,7 ]
Kodera, Yasuhiro [6 ]
Wang, Xin [5 ,8 ]
Baba, Hideo [3 ]
Goel, Ajay [1 ,2 ]
机构
[1] Baylor Univ, Med Ctr, Ctr Gastrointestinal Res, Baylor Scott & White Res Inst, Dallas, TX USA
[2] Baylor Univ, Med Ctr, Charles A Sammons Canc Ctr, 3410 Worth St,Suite 610, Dallas, TX 75246 USA
[3] Kumamoto Univ, Grad Sch Med Sci, Dept Gastroenterol Surg, Kumamoto, Japan
[4] Kumamoto Gen Hosp, Dept Surg, Kumamoto, Japan
[5] City Univ Hong Kong, Dept Biomed Sci, Jockey Club Coll Vet Med & Life Sci, Hong Kong, Peoples R China
[6] Nagoya Univ, Dept Gastroenterol Surg, Grad Sch Med, Nagoya, Aichi, Japan
[7] Kumamoto Univ, Int Res Ctr Med Sci, Kumamoto, Japan
[8] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China
关键词
Gastric cancer; Gene signature; Lymph node metastasis; Prediction; Early stage; POOR-PROGNOSIS; RECURRENCE; PREDICTS; SURVIVAL; PROFILE; CELLS; ASSAY; RISK;
D O I
10.1016/j.ebiom.2019.01.057
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Although identification of lymph node (LN) metastasis is a well-recognized strategy for improving outcomes in patients with gastric cancer (GC), currently there is lack of availability of adequate molecular biomarkers that can identify such metastasis. Herein we have developed a robust gene-expression signature for detecting LN metastasis in early stage GC by using a transcriptome-wide biomarker discovery and subsequent validation in multiple clinical cohorts. Methods: A total of 532 patients with pathological T1 and T2 GC from 4 different cohorts were analyzed. Two independent datasets (n= 96, and n= 188) were used to establish a gene signature for the identification of LN metastasis in GC patients. The diagnostic performance of our gene-expression signature was subsequently assessed in two independent clinical cohorts using qRT-PCR assays (n= 101, and n= 147), and subsequently compared against conventional tumor markers and image-based diagnostics. Findings: We established a 15-gene signature by analyzing multiple high throughput datasets, which robustly distinguished LN status in both training (AUC= 0.765, 95% CI 0.667-0.863) and validation cohorts (AUC= 0.742, 95% CI 0.630-0.852). Notably, the 15-gene signature was significantly superior compared to the conventional tumor markers, CEA (P=.04) and CA19-9 (P=.005), as well as computed tomography-based imaging (P=.04). Interpretation: Wehave established and validated a 15-gene signature for detecting LN metastasis in GC patients, which offers a robust diagnostic tool for potentially improving treatment outcomes in gastric cancer patients. Fund: NIH: CA72851, CA181572, CA14792, CA202797, CA187956; CPRIT: RP140784: Baylor Sammons Cancer Center polot grants (AG), VPRT: 9610337, CityU 21101115, 11102317, 11103718; JCYJ20170307091256048 (XW). (c) 2019 Published by Elsevier B. V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:268 / 275
页数:8
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