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Multiplex quantitative imaging of human myocardial infarction by mass spectrometry-immunohistochemistry

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Abstract

Simultaneous assessment of a panel of protein markers is becoming essential in order to enhance biomarker research and improve diagnostics. Specifically, postmortem diagnostics of early myocardial ischemia in sudden cardiac death cases could benefit from a multiplex marker assessment in the same tissue section. Current analytical antibody-based techniques (immunohistochemistry and immunofluorescence) limit multiplex analysis usually to not more than three antibodies. In this study, mass spectrometry-immunohistochemistry (MS-IHC) was performed by combining laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) with rare-metal-isotope-tagged antibodies as a technique for multiplex analysis of human postmortem myocardial tissue samples. Tissue sections with myocardial infarction were simultaneously analyzed for seven primary, rare-metal-isotope-tagged antibodies (troponin T, myoglobin, fibronectin, C5b-9, unphosphorylated connexin 43, VEGF-B, and JunB). Comparison between the MS-IHC approach and chromogenic IHC showed similar patterns in ionic and optical images. In addition, absolute quantification was performed by MS-IHC, providing a proportional relationship between the signal intensity and the local marker concentration in tissue sections. These data demonstrated that LA-ICP-MS combined with rare-metal-isotope-tagged antibodies is an efficient strategy for simultaneous testing of multiple markers and allows not only visualization of molecules within the tissue but also quantification of the signal. Such imaging approach has a great potential in both diagnostics and pathology-related research.

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References

  1. Campobasso CP, Dell’Erba AS, Addante A, Zotti F, Marzullo A, Colonna MF (2008) Sudden cardiac death and myocardial ischemia indicators: a comparative study of four immunohistochemical markers. Am J Forensic Med Pathol 29(2):154–161. https://doi.org/10.1097/PAF.0b013e318177eab7

    PubMed  Google Scholar 

  2. Sabatasso S, Mangin P, Fracasso T, Moretti M, Docquier M, Djonov V (2016) Early markers for myocardial ischemia and sudden cardiac death. Int J Legal Med 130(5):1265–1280. https://doi.org/10.1007/s00414-016-1401-9

    PubMed  Google Scholar 

  3. Fineschi V (2015) Measuring myocyte oxidative stress and targeting cytokines to evaluate inflammatory response and cardiac repair after myocardial infarction. Curr Vasc Pharmacol 13(1):3–5

    PubMed  Google Scholar 

  4. Stack EC, Wang C, Roman KA, Hoyt CC (2014) Multiplexed immunohistochemistry, imaging, and quantitation: a review, with an assessment of Tyramide signal amplification, multispectral imaging and multiplex analysis. Methods (San Diego, Calif) 70(1):46–58. https://doi.org/10.1016/j.ymeth.2014.08.016

    CAS  Google Scholar 

  5. Dixon AR, Bathany C, Tsuei M, White J, Barald KF, Takayama S (2015) Recent developments in multiplexing techniques for immunohistochemistry. Expert Rev Mol Diagn 15(9):1171–1186. https://doi.org/10.1586/14737159.2015.1069182

    PubMed  PubMed Central  CAS  Google Scholar 

  6. Levenson RM, Borowsky AD, Angelo M (2015) Immunohistochemistry and mass spectrometry for highly multiplexed cellular molecular imaging. Lab Investig 95(4):397–405. https://doi.org/10.1038/labinvest.2015.2

    PubMed  CAS  Google Scholar 

  7. Newell EW, Davis MM (2014) Beyond model antigens: high-dimensional methods for the analysis of antigen-specific T cells. Nat Biotechnol 32(2):149–157. https://doi.org/10.1038/nbt.2783

    PubMed  PubMed Central  CAS  Google Scholar 

  8. Chattopadhyay PK, Gierahn TM, Roederer M, Love JC (2014) Single-cell technologies for monitoring immune systems. Nat Immunol 15(2):128–135. https://doi.org/10.1038/ni.2796

    PubMed  PubMed Central  CAS  Google Scholar 

  9. Bandura DR, Baranov VI, Ornatsky OI, Antonov A, Kinach R, Lou X, Pavlov S, Vorobiev S, Dick JE, Tanner SD (2009) Mass cytometry: technique for real time single cell multitarget immunoassay based on inductively coupled plasma time-of-flight mass spectrometry. Anal Chem 81(16):6813–6822. https://doi.org/10.1021/ac901049w

    PubMed  CAS  Google Scholar 

  10. Bendall SC, Simonds EF, Qiu P, Amir el AD, Krutzik PO, Finck R, Bruggner RV, Melamed R, Trejo A, Ornatsky OI, Balderas RS, Plevritis SK, Sachs K, Pe'er D, Tanner SD, Nolan GP (2011) Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum. Science (New York, NY) 332(6030):687–696. https://doi.org/10.1126/science.1198704

    CAS  Google Scholar 

  11. Lauer E, Villa M, Jotterand M, Vilarino R, Bollmann M, Michaud K, Grabherr S, Augsburger M, Thomas A (2017) Imaging mass spectrometry of elements in forensic cases by LA-ICP-MS. Int J Legal Med 131(2):497–500. https://doi.org/10.1007/s00414-016-1414-4

    PubMed  Google Scholar 

  12. Thomas A, Chaurand P (2014) Advances in tissue section preparation for MALDI imaging MS. Bioanalysis 6(7):967–982. https://doi.org/10.4155/bio.14.63

    PubMed  CAS  Google Scholar 

  13. Angelo M, Bendall SC, Finck R, Hale MB, Hitzman C, Borowsky AD, Levenson RM, Lowe JB, Liu SD, Zhao S, Natkunam Y, Nolan GP (2014) Multiplexed ion beam imaging of human breast tumors. Nat Med 20(4):436–442. https://doi.org/10.1038/nm.3488

    PubMed  PubMed Central  CAS  Google Scholar 

  14. Giesen C, Wang HA, Schapiro D, Zivanovic N, Jacobs A, Hattendorf B, Schuffler PJ, Grolimund D, Buhmann JM, Brandt S, Varga Z, Wild PJ, Gunther D, Bodenmiller B (2014) Highly multiplexed imaging of tumor tissues with subcellular resolution by mass cytometry. Nat Methods 11(4):417–422. https://doi.org/10.1038/nmeth.2869

    PubMed  CAS  Google Scholar 

  15. Robichaud G, Garrard KP, Barry JA, Muddiman DC (2013) MSiReader: an open-source interface to view and analyze high resolving power MS imaging files on Matlab platform. J Am Soc Mass Spectrom 24(5):718–721. https://doi.org/10.1007/s13361-013-0607-z

    PubMed  PubMed Central  CAS  Google Scholar 

  16. Bemis KD, Harry A, Eberlin LS, Ferreira C, van de Ven SM, Mallick P, Stolowitz M, Vitek O (2015) Cardinal: an R package for statistical analysis of mass spectrometry-based imaging experiments. Bioinformatics 31(14):2418–2420. https://doi.org/10.1093/bioinformatics/btv146

    PubMed  PubMed Central  CAS  Google Scholar 

  17. Matusch A, Depboylu C, Palm C, Wu B, Hoglinger GU, Schafer MK, Becker JS (2010) Cerebral bioimaging of Cu, Fe, Zn, and Mn in the MPTP mouse model of Parkinson’s disease using laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS). J Am Soc Mass Spectrom 21(1):161–171. https://doi.org/10.1016/j.jasms.2009.09.022

    PubMed  CAS  Google Scholar 

  18. Becker JS, Zoriy MV, Pickhardt C, Palomero-Gallagher N, Zilles K (2005) Imaging of copper, zinc, and other elements in thin section of human brain samples (hippocampus) by laser ablation inductively coupled plasma mass spectrometry. Anal Chem 77(10):3208–3216. https://doi.org/10.1021/ac040184q

    PubMed  CAS  Google Scholar 

  19. Jasra SK, Badian C, Macri I, Ra P (2012) Recognition of early myocardial infarction by immunohistochemical staining with cardiac troponin-I and complement C9. J Forensic Sci 57(6):1595–1600. https://doi.org/10.1111/j.1556-4029.2012.02172.x

    PubMed  Google Scholar 

  20. Jenkins CP, Cardona DM, Bowers JN, Oliai BR, Allan RW, Normann SJ (2010) The utility of C4d, C9, and troponin T immunohistochemistry in acute myocardial infarction. Arch Pathol Lab Med 134(2):256–263. https://doi.org/10.1043/1543-2165-134.2.256

    PubMed  Google Scholar 

  21. Ortmann C, Pfeiffer H, Brinkmann B (2000) A comparative study on the immunohistochemical detection of early myocardial damage. Int J Legal Med 113(4):215–220

    PubMed  CAS  Google Scholar 

  22. Brinkmann B, Sepulchre MA, Fechner G (1993) The application of selected histochemical and immunohistochemical markers and procedures to the diagnosis of early myocardial damage. Int J Legal Med 106(3):135–141

    PubMed  CAS  Google Scholar 

  23. Piercecchi-Marti MD, Lepidi H, Leonetti G, Vire O, Cianfarani F, Pellissier JF (2001) Immunostaining by complement C9: a tool for early diagnosis of myocardial infarction and application in forensic medicine. J Forensic Sci 46(2):328–334

    PubMed  CAS  Google Scholar 

  24. Edston E, Kawa K (1995) Immunohistochemical detection of early myocardial infarction. An evaluation of antibodies against the terminal complement complex (C5b-9). Int J Legal Med 108(1):27–30

    PubMed  CAS  Google Scholar 

  25. Schafer H, Mathey D, Hugo F, Bhakdi S (1986) Deposition of the terminal C5b-9 complement complex in infarcted areas of human myocardium. J Immunol 137(6):1945–1949

    PubMed  CAS  Google Scholar 

  26. Kawamoto O, Michiue T, Ishikawa T, Maeda H (2014) Immunohistochemistry of connexin43 and zonula occludens-1 in the myocardium as markers of early ischemia in autopsy material. Histol Histopathol 29(6):767–775. https://doi.org/10.14670/HH-29.767

    PubMed  Google Scholar 

  27. Matsushita T, Takamatsu T (1997) Ischaemia-induced temporal expression of connexin43 in rat heart. Virchows Arch 431(6):453–458

    PubMed  CAS  Google Scholar 

  28. Hatanaka K, Kawata H, Toyofuku T, Yoshida K (2004) Down-regulation of connexin43 in early myocardial ischemia and protective effect by ischemic preconditioning in rat hearts in vivo. Jpn Heart J 45(6):1007–1019

    PubMed  CAS  Google Scholar 

  29. Bry M, Kivela R, Leppanen VM, Alitalo K (2014) Vascular endothelial growth factor-B in physiology and disease. Physiol Rev 94(3):779–794. https://doi.org/10.1152/physrev.00028.2013

    PubMed  CAS  Google Scholar 

  30. Ogawa H, Suefuji H, Soejima H, Nishiyama K, Misumi K, Takazoe K, Miyamoto S, Kajiwara I, Sumida H, Sakamoto T, Yoshimura M, Kugiyama K, Yasue H, Matsuo K (2000) Increased blood vascular endothelial growth factor levels in patients with acute myocardial infarction. Cardiology 93(1–2):93–99

    PubMed  CAS  Google Scholar 

  31. Lee SH, Wolf PL, Escudero R, Deutsch R, Jamieson SW, Thistlethwaite PA (2000) Early expression of angiogenesis factors in acute myocardial ischemia and infarction. N Engl J Med 342(9):626–633. https://doi.org/10.1056/NEJM200003023420904

    PubMed  CAS  Google Scholar 

  32. Harpster MH, Bandyopadhyay S, Thomas DP, Ivanov PS, Keele JA, Pineguina N, Gao B, Amarendran V, Gomelsky M, McCormick RJ, Stayton MM (2006) Earliest changes in the left ventricular transcriptome postmyocardial infarction. Mamm Genome 17(7):701–715. https://doi.org/10.1007/s00335-005-0120-1

    PubMed  CAS  Google Scholar 

  33. Turillazzi E, Pomara C, Bello S, Neri M, Riezzo I, Fineschi V (2015) The meaning of different forms of structural myocardial injury, immune response and timing of infarct necrosis and cardiac repair. Curr Vasc Pharmacol 13(1):6–19

    PubMed  CAS  Google Scholar 

  34. Ogrinc Potocnik N, Porta T, Becker M, Heeren RM, Ellis SR (2015) Use of advantageous, volatile matrices enabled by next-generation high-speed matrix-assisted laser desorption/ionization time-of-flight imaging employing a scanning laser beam. Rapid Commun Mass Spectrom 29(23):2195–2203. https://doi.org/10.1002/rcm.7379

    PubMed  CAS  Google Scholar 

  35. Dobrowolska J, Dehnhardt M, Matusch A, Zoriy M, Palomero-Gallagher N, Koscielniak P, Zilles K, Becker JS (2008) Quantitative imaging of zinc, copper and lead in three distinct regions of the human brain by laser ablation inductively coupled plasma mass spectrometry. Talanta 74(4):717–723. https://doi.org/10.1016/j.talanta.2007.06.051

    PubMed  CAS  Google Scholar 

  36. Sabine Becker J (2013) Imaging of metals in biological tissue by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS): state of the art and future developments. Journal of Mass Spectrometry : JMS 48(2):255–268. https://doi.org/10.1002/jms.3168

    PubMed  CAS  Google Scholar 

  37. Becker JS, Zoriy M, Matusch A, Wu B, Salber D, Palm C, Becker JS (2010) Bioimaging of metals by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS). Mass Spectrom Rev 29(1):156–175. https://doi.org/10.1002/mas.20239

    PubMed  CAS  Google Scholar 

  38. Al-Salam S, Hashmi S (2014) Galectin-1 in early acute myocardial infarction. PLoS One 9(1):e86994. https://doi.org/10.1371/journal.pone.0086994

    PubMed  PubMed Central  Google Scholar 

  39. Hashmi S, Al-Salam S (2015) Galectin-3 is expressed in the myocardium very early post-myocardial infarction. Cardiovasc Pathol 24(4):213–223. https://doi.org/10.1016/j.carpath.2014.12.001

    PubMed  CAS  Google Scholar 

  40. Chan W, White DA, Wang XY, Bai RF, Liu Y, Yu HY, Zhang YY, Fan F, Schneider HG, Duffy SJ, Taylor AJ, Du XJ, Gao W, Gao XM, Dart AM (2013) Macrophage migration inhibitory factor for the early prediction of infarct size. J Am Heart Assoc 2(5):e000226. https://doi.org/10.1161/JAHA.113.000226

    PubMed  PubMed Central  Google Scholar 

  41. White DA, Fang L, Chan W, Morand EF, Kiriazis H, Duffy SJ, Taylor AJ, Dart AM, Du XJ, Gao XM (2013) Pro-inflammatory action of MIF in acute myocardial infarction via activation of peripheral blood mononuclear cells. PLoS One 8(10):e76206. https://doi.org/10.1371/journal.pone.0076206

    PubMed  PubMed Central  CAS  Google Scholar 

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Acknowledgements

We would like to thank Max Villa and Catia Pomponio for the support and assistance with LA-ICP-MS and immunohistochemistry, respectively.

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Correspondence to Aurélien Thomas.

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The authors declare that they have no conflict of interest.

Ethical approval

For this type of study, formal consent is not required. All cases included in this study were obtained from the autopsy database in our center. In agreement with the local ethics committee and the local general prosecutor, these cases can be included in this type of studies, provided that they are anonymized. In this investigation, no information allowing the identification of a person is given. People, who had previously refused, in a written form, their consent to bequeath their body parts for research use, were excluded from the study.

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Aljakna, A., Lauer, E., Lenglet, S. et al. Multiplex quantitative imaging of human myocardial infarction by mass spectrometry-immunohistochemistry. Int J Legal Med 132, 1675–1684 (2018). https://doi.org/10.1007/s00414-018-1813-9

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  • DOI: https://doi.org/10.1007/s00414-018-1813-9

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