Plasma extracellular vesicle long RNA profiles in the diagnosis and prediction of treatment response for breast cancer

被引:31
作者
Su, Yonghui [1 ,2 ,3 ,4 ]
Li, Yuchen [1 ,2 ,5 ]
Guo, Rong [1 ,2 ,3 ,4 ]
Zhao, Jingjing [1 ,2 ]
Chi, Weiru [1 ,2 ,3 ,4 ]
Lai, Hongyan [1 ,2 ]
Wang, Jia [1 ,2 ,3 ,4 ]
Wang, Zhen [1 ,2 ]
Li, Lun [1 ,2 ,3 ,4 ]
Sang, Yuting [1 ,2 ,3 ,4 ]
Hou, Jianjing [1 ,2 ,3 ,4 ]
Xue, Jingyan [1 ,2 ,3 ,4 ]
Shao, Zhimin [1 ,2 ,3 ,4 ]
Chi, Yayun [1 ,2 ,3 ,4 ]
Huang, Shenglin [1 ,2 ,5 ]
Wu, Jiong [1 ,2 ,3 ,4 ]
机构
[1] Fudan Univ, Dept Breast Surg, Shanghai Canc Ctr, Shanghai, Peoples R China
[2] Fudan Univ, Inst Biomed Sci, Shanghai Key Lab Med Epigenet, Shanghai 200032, Peoples R China
[3] Fudan Univ, Shanghai Key Lab Breast Canc, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
[4] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
[5] Fudan Univ, Shanghai Key Lab Radiat Oncol, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
基金
国家重点研发计划;
关键词
EXOSOMES; MAMMOGRAPHY; ULTRASOUND; RESISTANCE; SECRETION; BIOPSY; CELLS; MTOR;
D O I
10.1038/s41523-021-00356-z
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
A large number RNAs are enriched and stable in extracellular vesicles (EVs), and they can reflect their tissue origins and are suitable as liquid biopsy markers for cancer diagnosis and treatment efficacy prediction. In this study, we used extracellular vesicle long RNA (exLR) sequencing to characterize the plasma-derived exLRs from 112 breast cancer patients, 19 benign patients and 41 healthy participants. The different exLRs profiling was found between the breast cancer and non-cancer groups. Thus, we constructed a breast cancer diagnostic signature which showed high accuracy with an area under the curve (AUC) of 0.960 in the training cohort and 0.900 in the validation cohort. The signature was able to identify early stage BC (I/II) with an AUC of 0.940. Integrating the signature with breast imaging could increase the diagnosis accuracy for breast cancer patients. Moreover, we enrolled 58 patients who received neoadjuvant treatment and identified an exLR (exMSMO1), which could distinguish pathological complete response (pCR) patients from non-pCR with an AUC of 0.790. Silencing MSMO1 could significantly enhance the sensitivity of MDA-MB-231 cells to paclitaxel and doxorubicin through modulating mTORC1 signaling pathway. This study demonstrated the value of exLR profiling to provide potential biomarkers for early detection and treatment efficacy prediction of breast cancer.
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收藏
页数:10
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共 37 条
[1]   Circulating Tumor Cells in Breast Cancer Patients Treated by Neoadjuvant Chemotherapy: A Meta-analysis [J].
Bidard, Francois-Clement ;
Michiels, Stefan ;
Riethdorf, Sabine ;
Mueller, Volkmar ;
Esserman, Laura J. ;
Lucci, Anthony ;
Naume, Bjorn ;
Horiguchi, Jun ;
Gisbert-Criado, Rafael ;
Sleijfer, Stefan ;
Toi, Masakazu ;
Garcia-Saenz, Jose A. ;
Hartkopf, Andreas ;
Generali, Daniele ;
Rothe, Francoise ;
Smerage, Jeffrey ;
Muinelo-Romay, Laura ;
Stebbing, Justin ;
Viens, Patrice ;
Magbanua, Mark Jesus M. ;
Hall, Carolyn S. ;
Engebraaten, Olav ;
Takata, Daisuke ;
Vidal-Martinez, Jose ;
Onstenk, Wendy ;
Fujisawa, Noriyoshi ;
Diaz-Rubio, Eduardo ;
Taran, Florin-Andrei ;
Cappelletti, Maria Rosa ;
Ignatiadis, Michail ;
Proudhon, Charlotte ;
Wolf, Denise M. ;
Bauldry, Jessica B. ;
Borgen, Elin ;
Nagaoka, Rin ;
Caranana, Vicente ;
Kraan, Jaco ;
Maestro, Marisa ;
Brucker, Sara Yvonne ;
Weber, Karsten ;
Reyal, Fabien ;
Amara, Dominic ;
Karhade, Mandar G. ;
Mathiesen, Randi R. ;
Tokiniwa, Hideaki ;
Llombart-Cussac, Antonio ;
Meddis, Alessandra ;
Blanche, Paul ;
d'Hollander, Koenraad ;
Cottu, Paul .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2018, 110 (06) :560-567
[2]   Differential regulation of cell death in head and neck cell carcinoma through alteration of cholesterol levels in lipid rafts microdomains [J].
Bionda, Clara ;
Athias, Anne ;
Poncet, Delphine ;
Alphonse, Gersende ;
Guezguez, Amel ;
Gambert, Philippe ;
Rodriguez-Lafrasse, Claire ;
Ardail, Dominique .
BIOCHEMICAL PHARMACOLOGY, 2008, 75 (03) :761-772
[3]   Role of mTORC1 and mTORC2 in Breast Cancer: Therapeutic Targeting of mTOR and Its Partners to Overcome Metastasis and Drug Resistance [J].
Butt, Ghazala ;
Shahwar, Durray ;
Qureshi, Muhammad Zahid ;
Attar, Rukset ;
Akram, Misbah ;
Birinci, Yelda ;
Karatoprak, Gokce Seker ;
Gasparri, Maria Luisa ;
Farooqi, Ammad Ahmad .
BREAST CANCER METASTASIS AND DRUG RESISTANCE: CHALLENGES AND PROGRESS, 2ND EDITION, 2019, 1152 :283-292
[4]   Prognostic and predictive value of circulating tumor DNA during neoadjuvant chemotherapy for triple negative breast cancer [J].
Cavallone, Luca ;
Aguilar-Mahecha, Adriana ;
Lafleur, Josiane ;
Brousse, Susie ;
Aldamry, Mohammed ;
Roseshter, Talia ;
Lan, Cathy ;
Alirezaie, Najmeh ;
Bareke, Eric ;
Majewski, Jacek ;
Ferrario, Cristiano ;
Hassan, Saima ;
Discepola, Federico ;
Seguin, Carole ;
Mihalcioiu, Catalin ;
Marcus, Elizabeth A. ;
Robidoux, Andre ;
Roy, Josee-Anne ;
Pelmus, Manuela ;
Basik, Mark .
SCIENTIFIC REPORTS, 2020, 10 (01)
[5]   False-negative rate of combined mammography and ultrasound for women with palpable breast masses [J].
Chan, Carlos H. F. ;
Coopey, Suzanne B. ;
Freer, Phoebe E. ;
Hughes, Kevin S. .
BREAST CANCER RESEARCH AND TREATMENT, 2015, 153 (03) :699-702
[6]   Biogenesis, Secretion, and Intercellular Interactions of Exosomes and Other Extracellular Vesicles [J].
Colombo, Marina ;
Raposo, Graca ;
Thery, Clotilde .
ANNUAL REVIEW OF CELL AND DEVELOPMENTAL BIOLOGY, VOL 30, 2014, 30 :255-289
[7]   PD-L1 mRNA expression in plasma-derived exosomes is associated with response to anti-PD-1 antibodies in melanoma and NSCLC [J].
Del Re, Marzia ;
Marconcini, Riccardo ;
Pasquini, Giulia ;
Rofi, Eleonora ;
Vivaldi, Caterina ;
Bloise, Francesco ;
Restante, Giuliana ;
Arrigoni, Elena ;
Caparello, Chiara ;
Bianco, Maria Grazia ;
Crucitta, Stefania ;
Petrini, Iacopo ;
Vasile, Enrico ;
Falcone, Alfredo ;
Danesi, Romano .
BRITISH JOURNAL OF CANCER, 2018, 118 (06) :820-824
[8]   The Detection of Androgen Receptor Splice Variant 7 in Plasma-derived Exosomal RNA Strongly Predicts Resistance to Hormonal Therapy in Metastatic Prostate Cancer Patients [J].
Del Re, Marzia ;
Biasco, Elisa ;
Crucitta, Stefania ;
Derosa, Lisa ;
Rofi, Eleonora ;
Orlandini, Cinzia ;
Miccoli, Mario ;
Galli, Luca ;
Falcone, Alfredo ;
Jenster, Guido W. ;
van Schaik, Ron H. ;
Danesi, Romano .
EUROPEAN UROLOGY, 2017, 71 (04) :680-687
[9]   Breast cancer statistics, 2019 [J].
DeSantis, Carol E. ;
Ma, Jiemin ;
Gaudet, Mia M. ;
Newman, Lisa A. ;
Miller, Kimberly D. ;
Sauer, Ann Goding ;
Jemal, Ahmedin ;
Siegel, Rebecca L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2019, 69 (06) :438-451
[10]   RETRACTED: Exosome-mediated transfer of lncRNA-SNHG14 promotes trastuzumab chemoresistance in breast cancer (Retracted article. See vol. 61, 2022) [J].
Dong, Huaying ;
Wang, Wei ;
Chen, Ru ;
Zhang, Yu ;
Zou, Kejian ;
Ye, Mulin ;
He, Xionghui ;
Zhang, Fan ;
Han, Jing .
INTERNATIONAL JOURNAL OF ONCOLOGY, 2018, 53 (03) :1013-1026