@article{daf9135965524b16805c83ed09f2259f,
title = "MIBI-TOF: A multiplexed imaging platform relates cellular phenotypes and tissue structure",
abstract = "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.",
author = "Leeat Keren and Marc Bosse and Steve Thompson and Tyler Risom and Kausalia Vijayaragavan and Erin McCaffrey and Diana Marquez and Roshan Angoshtari and Greenwald, \{Noah F.\} and Harris Fienberg and Jennifer Wang and Neeraja Kambham and David Kirkwood and Garry Nolan and Montine, \{Thomas J.\} and Galli, \{Stephen J.\} and Robert West and Bendall, \{Sean C.\} and Michael Angelo",
note = "We thank P. Blenkinsopp for expertise and technical support in developing this instrument. Slide preparation was performed at the Stanford Nano Shared Facility (SNSF), supported by the NSF, under award ECCS-1542152. We also thank T. Carver from the Microfab Shop of SNSF for helpful technical advice and for the thin-film evaporation services, A. Lako and S. Rodig from the Dana-Farber Cancer Institute for control samples, and D. Glass and S. Greenbaum for comments. Funding: L.K. was a Damon Runyon Fellow supported by the Damon Runyon Cancer Research Foundation (DRG-2292-17) and a non-stipendiary awardee of the EMBO Long-Term fellowship (ALTF 1128{\textendash}2016). T.R. was supported by NIH 5-T32-AI07290{\textendash}33. E.M. was supported by the NSF Graduate Research Fellowship (grant no. 2017242837). G.N. was supported by grant W81XWH-14-1-0180 from the DoD. R.W. was supported by NIH 5R01CA18390402. K.V. and T.J.M. were supported by Udall grant NS062684. S.C.B. was supported by a gift from Christy and Bill Neidig, the Damon Runyon Cancer Research Foundation (DRG-2017-09), and the NIH (1DP2OD022550, 1-R00-GM104148, 5U19AI116484, and U19 AI104209). M.A. was supported by 1-DP5-OD019822. S.C.B., M.A., and T.J.M. were jointly supported by 1R01AG056287 and 1R01AG057915. S.C.B. and M.A. were jointly supported by 1U24CA224309, the Bill and Melinda Gates Foundation, and a Translational Research Award from the Stanford Cancer Institute. S.J.G. was supported by U19 AI104209, R01 AR067145, and R01 AI32494. Author contributions: L.K. analyzed the data and wrote the manuscript. M.B. performed the experiments. M.A., S.C.B., and S.T. designed the instrument. M.B. and D.K. maintained the instrument. T.R. performed subcellular analysis (Fig. 4, H to J). K.V. performed brain experiments (Fig. 1M). E.M. analyzed Fe signal (Fig. 3). N.F.G. analyzed time-dependent signal (Fig. 4E). D.M., R.A., H.F., and J.W. performed experiments. N.K., R.W., T.J.M., and S.J.G. provided samples and consulted on tissue pathology. G.N., T.J.M., and S.J.G. supported the work. S.C.B. and M.A. conceived and supervised the work.",
year = "2019",
month = oct,
day = "2",
doi = "10.1126/sciadv.aax5851",
language = "English",
volume = "5",
journal = "Science Advances",
issn = "2375-2548",
publisher = "American Association for the Advancement of Science",
number = "10",
}