Nondestructive tissue analysis for ex vivo and in vivo cancer diagnosis using a handheld mass spectrometry system

被引:297
作者
Zhang, Jialing [1 ]
Rector, John [1 ,2 ]
Lin, John Q. [1 ]
Young, Jonathan H. [1 ]
Sans, Marta [1 ]
Katta, Nitesh [2 ]
Giese, Noah [1 ]
Yu, Wendong [3 ]
Nagi, Chandandeep [3 ]
Suliburk, James [4 ]
Liu, Jinsong [5 ]
Bensussan, Alena [1 ]
DeHoog, Rachel J. [1 ]
Garza, Kyana Y. [1 ]
Ludolph, Benjamin [1 ]
Sorace, Anna G. [6 ]
Syed, Anum [2 ]
Zahedivash, Aydin [2 ]
Milner, Thomas E. [2 ]
Eberlin, Livia S. [1 ]
机构
[1] Univ Texas Austin, Dept Chem, Austin, TX 78712 USA
[2] Univ Texas Austin, Dept Biomed Engn, Austin, TX 78712 USA
[3] Baylor Coll Med, Dept Pathol & Immunol, Houston, TX 77030 USA
[4] Baylor Coll Med, Dept Surg, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[6] Univ Texas Austin, Dell Med Sch, Dept Internal Med, Austin, TX 78712 USA
关键词
BREAST-CANCER; GUIDED SURGERY; OPERATING-ROOM; IONIZATION; RESECTION; SPECIMENS; SURFACE; MARGINS; GLIOMA; SITU;
D O I
10.1126/scitranslmed.aan3968
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Conventional methods for histopathologic tissue diagnosis are labor- and time-intensive and can delay decision-making during diagnostic and therapeutic procedures. We report the development of an automated and bio-compatible handheld mass spectrometry device for rapid and nondestructive diagnosis of human cancer tissues. The device, named MasSpec Pen, enables controlled and automated delivery of a discrete water droplet to a tissue surface for efficient extraction of biomolecules. We used the MasSpec Pen for ex vivo molecular analysis of 20 human cancer thin tissue sections and 253 human patient tissue samples including normal and cancerous tissues from breast, lung, thyroid, and ovary. The mass spectra obtained presented rich molecular profiles characterized by a variety of potential cancer biomarkers identified as metabolites, lipids, and proteins. Statistical classifiers built from the histologically validated molecular database allowed cancer prediction with high sensitivity (96.4%), specificity (96.2%), and overall accuracy (96.3%), as well as prediction of benign and malignant thyroid tumors and different histologic sub-types of lung cancer. Notably, our classifier allowed accurate diagnosis of cancer in marginal tumor regions presenting mixed histologic composition. Last, we demonstrate that the MasSpec Pen is suited for in vivo cancer diagnosis during surgery performed in tumor-bearing mouse models, without causing any observable tissue harm or stress to the animal. Our results provide evidence that the MasSpec Pen could potentially be used as a clinical and intraoperative technology for ex vivo and in vivo cancer diagnosis.
引用
收藏
页数:11
相关论文
共 41 条
[1]   Intraoperative Tissue Identification Using Rapid Evaporative Ionization Mass Spectrometry [J].
Balog, Julia ;
Sasi-Szabo, Laszlo ;
Kinross, James ;
Lewis, Matthew R. ;
Muirhead, Laura J. ;
Veselkov, Kirill ;
Mirnezami, Reza ;
Dezso, Balazs ;
Damjanovich, Laszlo ;
Darzi, Ara ;
Nicholson, Jeremy K. ;
Takats, Zoltan .
SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (194)
[2]   Margins for Breast-Conserving Surgery With Whole-Breast Irradiation in Stage I and II Invasive Breast Cancer: American Society of Clinical Oncology Endorsement of the Society of Surgical Oncology/American Society for Radiation Oncology Consensus Guideline [J].
Buchholz, Thomas A. ;
Somerfield, Mark R. ;
Griggs, Jennifer J. ;
El-Eid, Souzan ;
Hammond, M. Elizabeth H. ;
Lyman, Gary H. ;
Mason, Ginny ;
Newman, Lisa A. .
JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (14) :1502-+
[3]   Application of desorption electrospray ionization mass spectrometry imaging in breast cancer margin analysis [J].
Calligaris, David ;
Caragacianu, Diana ;
Liu, Xiaohui ;
Norton, Isaiah ;
Thompson, Christopher J. ;
Richardson, Andrea L. ;
Golshan, Mehra ;
Easterling, Michael L. ;
Santagata, Sandro ;
Dillon, Deborah A. ;
Jolesz, Ferenc A. ;
Agar, Nathalie Y. R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (42) :15184-15189
[4]   Development of a Mass Spectrometry Sampling Probe for Chemical Analysis in Surgical and Endoscopic Procedures [J].
Chen, Chien-Hsun ;
Lin, Ziqing ;
Garimella, Sandilya ;
Zheng, Lingxing ;
Shi, Riyi ;
Cooks, R. Graham ;
Ouyang, Zheng .
ANALYTICAL CHEMISTRY, 2013, 85 (24) :11843-11850
[5]   Mass Spectrometric Imaging for Biomedical Tissue Analysis [J].
Chughtai, Kamila ;
Heeren, Ron M. A. .
CHEMICAL REVIEWS, 2010, 110 (05) :3237-3277
[6]   Data quality in tissue analysis using desorption electrospray ionization [J].
Dill, Allison L. ;
Eberlin, Livia S. ;
Costa, Anthony B. ;
Ifa, Demian R. ;
Cooks, R. Graham .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2011, 401 (06) :1949-1961
[7]   Ambient mass spectrometry for the intraoperative molecular diagnosis of human brain tumors [J].
Eberlin, Livia S. ;
Norton, Isaiah ;
Orringer, Daniel ;
Dunn, Ian F. ;
Liu, Xiaohui ;
Ide, Jennifer L. ;
Jarmusch, Alan K. ;
Ligon, Keith L. ;
Jolesz, Ferenc A. ;
Golby, Alexandra J. ;
Santagata, Sandro ;
Agar, Nathalie Y. R. ;
Cooks, R. Graham .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (05) :1611-1616
[8]   In vivo Real-Time Mass Spectrometry for Guided Surgery Application [J].
Fatou, Benoit ;
Saudemont, Philippe ;
Leblanc, Eric ;
Vinatier, Denis ;
Mesdag, Violette ;
Wisztorski, Maxence ;
Focsa, Cristian ;
Salzet, Michel ;
Ziskind, Michael ;
Fournier, Isabelle .
SCIENTIFIC REPORTS, 2016, 6
[9]   Spatially Resolved Metabolic Phenotyping of Breast Cancer by Desorption Electrospray Ionization Mass Spectrometry [J].
Guenther, Sabine ;
Muirhead, Laura J. ;
Speller, Abigail V. M. ;
Golf, Ottmar ;
Strittmatter, Nicole ;
Ramakrishnan, Rathi ;
Goldin, Robert D. ;
Jones, Emrys ;
Veselkov, Kirill ;
Nicholson, Jeremy ;
Darzi, Ara ;
Takats, Zoltan .
CANCER RESEARCH, 2015, 75 (09) :1828-1837
[10]   Analysis of long-term survivors after surgical resection for pancreatic cancer [J].
Han, Sung-Sik ;
Jang, Jin-Young ;
Kim, Sun-Whe ;
Kim, Woo-Ho ;
Lee, Kuhn Uk ;
Park, Yong-Hyun .
PANCREAS, 2006, 32 (03) :271-275