MIBI-TOF: A multiplexed imaging platform relates cellular phenotypes and tissue structure

被引:283
作者
Keren, Leeat [1 ]
Bosse, Marc [1 ]
Thompson, Steve [1 ]
Risom, Tyler [1 ]
Vijayaragavan, Kausalia [1 ]
McCaffrey, Erin [1 ,2 ]
Marquez, Diana [1 ]
Angoshtari, Roshan [1 ]
Greenwald, Noah F. [1 ,3 ]
Fienberg, Harris [1 ]
Wang, Jennifer [1 ]
Kambham, Neeraja [1 ]
Kirkwood, David [1 ]
Nolan, Garry [4 ]
Montine, Thomas J. [1 ]
Galli, Stephen J. [1 ]
West, Robert [1 ]
Bendall, Sean C. [1 ]
Angelo, Michael [1 ]
机构
[1] Stanford Univ, Dept Pathol, Stanford, CA 94305 USA
[2] Stanford Univ, Sch Med, Immunol Program, Stanford, CA 94305 USA
[3] Stanford Univ, Sch Med, Canc Biol Program, Stanford, CA 94305 USA
[4] Stanford Univ, Dept Microbiol & Immunol, Stanford, CA 94305 USA
关键词
BETA-CATENIN; SUBCELLULAR RESOLUTION; MASS CYTOMETRY; IMMUNE; CANCER; RNA; IMMUNOHISTOCHEMISTRY; EMISSION; PROTEINS; CELLS;
D O I
10.1126/sciadv.aax5851
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Understanding tissue structure and function requires tools that quantify the expression of multiple proteins while preserving spatial information. Here, we describe MIBI-TOF (multiplexed ion beam imaging by time of flight), an instrument that uses bright ion sources and orthogonal time-of-flight mass spectrometry to image metal-tagged antibodies at subcellular resolution in clinical tissue sections. We demonstrate quantitative, full periodic table coverage across a five-log dynamic range, imaging 36 labeled antibodies simultaneously with histochemical stains and endogenous elements. We image fields of view up to 800 mu m x 800 mu m at resolutions down to 260 nm with sensitivities approaching single-molecule detection. We leverage these properties to interrogate intrapatient heterogeneity in tumor organization in triple-negative breast cancer, revealing regional variability in tumor cell phenotypes in contrast to a structured immune response. Given its versatility and sample back-compatibility, MIBI-TOF is positioned to leverage existing annotated, archival tissue cohorts to explore emerging questions in cancer, immunology, and neurobiology.
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页数:16
相关论文
共 53 条
[1]
DNA-barcoded labeling probes for highly multiplexed Exchange-PAINT imaging [J].
Agasti, Sarit S. ;
Wang, Yu ;
Schueder, Florian ;
Sukumar, Aishwarya ;
Jungmann, Ralf ;
Yin, Peng .
CHEMICAL SCIENCE, 2017, 8 (04) :3080-3091
[2]
Molecular Pathways: Involvement of Immune Pathways in the Therapeutic Response and Outcome in Breast Cancer [J].
Andre, Fabrice ;
Dieci, Maria V. ;
Dubsky, Peter ;
Sotiriou, Christos ;
Curigliano, Giuseppe ;
Denkert, Carsten ;
Loi, Sherene .
CLINICAL CANCER RESEARCH, 2013, 19 (01) :28-33
[3]
Multiplexed ion beam imaging of human breast tumors [J].
Angelo, Michael ;
Bendall, Sean C. ;
Finck, Rachel ;
Hale, Matthew B. ;
Hitzman, Chuck ;
Borowsky, Alexander D. ;
Levenson, Richard M. ;
Lowe, John B. ;
Liu, Scot D. ;
Zhao, Shuchun ;
Natkunam, Yasodha ;
Nolan, Garry P. .
NATURE MEDICINE, 2014, 20 (04) :436-+
[4]
[Anonymous], 1989, Secondary Ion Mass Spectrometry: A Practical Handbook for Depth Profiling and Bulk Impurity Analysis
[5]
Mass Cytometry: Technique for Real Time Single Cell Multitarget Immunoassay Based on Inductively Coupled Plasma Time-of-Flight Mass Spectrometry [J].
Bandura, Dmitry R. ;
Baranov, Vladimir I. ;
Ornatsky, Olga I. ;
Antonov, Alexei ;
Kinach, Robert ;
Lou, Xudong ;
Pavlov, Serguei ;
Vorobiev, Sergey ;
Dick, John E. ;
Tanner, Scott D. .
ANALYTICAL CHEMISTRY, 2009, 81 (16) :6813-6822
[6]
Histone modifications and nuclear architecture:: A review [J].
Bartova, Eva ;
Krejci, Jana ;
Harnicarova, Andrea ;
Galiova, Gabriela ;
Kozubek, Stanislav .
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 2008, 56 (08) :711-721
[7]
Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum [J].
Bendall, Sean C. ;
Simonds, Erin F. ;
Qiu, Peng ;
Amir, El-ad D. ;
Krutzik, Peter O. ;
Finck, Rachel ;
Bruggner, Robert V. ;
Melamed, Rachel ;
Trejo, Angelica ;
Ornatsky, Olga I. ;
Balderas, Robert S. ;
Plevritis, Sylvia K. ;
Sachs, Karen ;
Pe'er, Dana ;
Tanner, Scott D. ;
Nolan, Garry P. .
SCIENCE, 2011, 332 (6030) :687-696
[8]
A survival-stratification model of human colorectal carcinomas with β-catenin and p27kip1 [J].
Cheah, PY ;
Choo, PH ;
Yao, J ;
Eu, KW ;
Seow-Choen, F .
CANCER, 2002, 95 (12) :2479-2486
[9]
Spatially resolved, highly multiplexed RNA profiling in single cells [J].
Chen, Kok Hao ;
Boettiger, Alistair N. ;
Moffitt, Jeffrey R. ;
Wang, Siyuan ;
Zhuang, Xiaowei .
SCIENCE, 2015, 348 (6233)
[10]
An Immune Atlas of Clear Cell Renal Cell Carcinoma [J].
Chevrier, Stephane ;
Levine, Jacob Harrison ;
Zanotelli, Vito Riccardo Tomaso ;
Silina, Karina ;
Schulz, Daniel ;
Bacac, Marina ;
Ries, Carola Hermine ;
Ailles, Laurie ;
Jewett, Michael Alexander Spencer ;
Moch, Holger ;
van den Broek, Maries ;
Beisel, Christian ;
Stadler, Michael Beda ;
Gedye, Craig ;
Reis, Bernhard ;
Pe'er, Dana ;
Bodenmiller, Bernd .
CELL, 2017, 169 (04) :736-749