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Applications of Nanoparticles in Mass Spectrometry for Highly Sensitive Analysis

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Abstract

Mass spectrometry (MS) has been one of the most successful analytical techniques as it could provide highly sensitive detection and molecular structure information by recording MS or even MSn spectra. For MS analysis, efficient ionization, interference-free detection, and development of new ionization sources are of great concern in the fields of analytical and bioanalytical chemistry. Nanoparticles (NPs), with large surface area, specific physical and chemical properties, as well as techniques of controllable synthesis and functionalization, begin to attract more and more attentions for their potential application in MS analysis. On the one hand, NPs are useful matrixes in surface-assisted laser desorption/ionization mass spectrometry (SALDI-MS), mainly benefitting from their strong light absorption in wide range. Compared with conventional organic matrixes, NPs can eliminate the “sweet spots” and provide high signals in low-mass region. Besides, after functionalized with recognition ligands, NPs would gain a strong affinity to analytes, thus enriching the target compounds and improving the detection sensitivity. So far, silicon NPs, metallic NPs, metal oxide NPs, and carbon-based NPs have demonstrated their applicability in SALDI-MS, which are summarized in the following text. On the other hand, NPs can also be used for the development of new ionization sources. Nanostructure-initiator mass spectrometry (NIMS) is a novel spatially defined mass analysis technique that uses “initiator” molecules trapped in nanostructured surfaces to release and ionize samples on the surface. Owing to the advantages of high lateral resolution, high sensitivity, matrix-free, and reduced fragmentation, it is now widely used in biochemical analysis and tissue imaging. Based on the survey of literature, the authors also discussed the prospective of NPs used in MS analysis.

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Abbreviations

AgNPs:

Silver nanoparticles

Au@AgNPs:

Silver-coated gold nanoparticles

AuNPs:

Gold nanoparticles

CHCA:

a-cyano-4-hydroxycinnamic acid

CNT:

Carbon nanotube

CVD:

Chemical vapor deposition

DESI:

Desorption electrospray ionization

DHB:

2,5-dihydroxybenzoic acid

DIOS:

Desorption/ionization on silicon

GeND:

Germanium nanodots

GO:

Graphene oxide

HAS:

Human serum albumin

LODs:

Limit of detections

MALDI:

Matrix-assisted laser desorption/ionization

MPCs:

Monolayer-protected gold clusters

MRI:

Magnetic resonance imaging

MS:

Mass spectrometry

MSI:

Mass spectrometry imaging

MWCNTs:

Multiwall carbon nanotubes

NIMS:

Nanostructure-initiator mass spectrometry

NPs:

Nanoparticles

NW:

Nanowire

OCNTs:

Oxidized carbon nanotubes

PANI:

Polyaniline

PECVD:

Plasma-enhanced chemical vapor deposition

PET:

Positron emission computed tomography

SA:

Sinapinic acid

SALDI:

Surface-assisted laser desorption/ionization

SIMS:

Secondary ion mass spectrometry

References

  1. M. Karas, F. Hillenkamp, Anal. Chem. 60, 2299–2301 (1988)

    Article  Google Scholar 

  2. D.J. Harvey, Mass Spectrom. Rev. 18, 349–450 (1999)

    Article  Google Scholar 

  3. M.W.F. Nielen, Mass Spectrom. Rev. 18, 309–344 (1999)

    Article  Google Scholar 

  4. C. Fenselau, P.A. Demirev, Mass Spectrom. Rev. 20, 157–171 (2001)

    Article  Google Scholar 

  5. J.O. Lay, Mass Spectrom. Rev. 20, 172–194 (2001)

    Article  Google Scholar 

  6. K. Tang, D. Opalsky, K. Abel, D. van den Boom, P. Yip, G. Del Mistro, A. Braun, C.R. Cantor, Int. J. Mass Spectrom. 226, 37–54 (2003)

    Article  Google Scholar 

  7. R. Knochenmuss, Analyst 131, 966–986 (2006)

    Article  Google Scholar 

  8. R. Zenobi, R. Knochenmuss, Mass Spectrom. Rev. 17, 337–366 (1998)

    Article  Google Scholar 

  9. T.K. Sau, A.L. Rogach, Adv. Mater. 22, 1781–1804 (2010)

    Article  Google Scholar 

  10. C. Chang, X. Wang, Y. Bai, H. Liu, TrAC Trends Anal. Chem. 39, 195–206 (2012)

    Article  Google Scholar 

  11. C.K. Chiang, W.T. Chen, H.T. Chang, Chem. Soc. Rev. 40, 1269–1281 (2011)

    Article  Google Scholar 

  12. K. Tanaka, H. Waki, Y. Ido, S. Akita, Y. Yoshida, T. Yashida, Rapid Commun. Mass Spectrom. 2, 151–153 (1988)

    Article  Google Scholar 

  13. M. Schurenberg, K. Dreisewerd, F. Hillenkamp, Anal. Chem. 71, 221–229 (1999)

    Article  Google Scholar 

  14. J. Wei, J.M. Buriak, G. Siuzdak, Nature 399, 243–246 (1999)

    Article  Google Scholar 

  15. D.S. Peterson, Mass Spectrom. Rev. 26, 19–34 (2007)

    Article  Google Scholar 

  16. K.P. Law, J.R. Larkin, Anal. Bioanal. Chem. 399, 2597–2622 (2011)

    Article  Google Scholar 

  17. Z.X. Shen, J.J. Thomas, C. Averbuj, K.M. Broo, M. Engelhard, J.E. Crowell, M.G. Finn, G. Siuzdak, Anal. Chem. 73, 612–619 (2001)

    Article  Google Scholar 

  18. A. Gorecka-Drzazga, S. Bargiel, R. Walczak, J.A. Dziuban, A. Kraj, T. Dylag, J. Silberring, Sens. Actuators B Chem. 103, 206–212 (2004)

    Article  Google Scholar 

  19. S. Tuomikoski, K. Huikko, K. Grigoras, P. Ostman, R. Kostiainen, M. Baumann, J. Abian, T. Kotiaho, S. Franssila, Lab Chip 2, 247–253 (2002)

    Article  Google Scholar 

  20. J.D. Cuiffi, D.J. Hayes, S.J. Fonash, K.N. Brown, A.D. Jones, Anal. Chem. 73, 1292–1295 (2001)

    Article  Google Scholar 

  21. T. Seino, H. Sato, A. Yamamoto, A. Nemoto, M. Torimura, H. Tao, Anal. Chem. 79, 4827–4832 (2007)

    Article  Google Scholar 

  22. N.H. Finkel, B.G. Prevo, O.D. Velev, L. He, Anal. Chem. 77, 1088–1095 (2005)

    Article  Google Scholar 

  23. Y. Coffinier, S. Janel, A. Addad, R. Blossey, L. Gengembre, E. Payen, R. Boukherroub, Langmuir 23, 1608–1611 (2007)

    Article  Google Scholar 

  24. G.H. Luo, Y. Chen, H. Daniels, R. Dubrow, A. Vertes, J. Phys. Chem. B 110, 13381–13386 (2006)

    Article  Google Scholar 

  25. E.P. Go, J.V. Apon, G.H. Luo, A. Saghatelian, R.H. Daniels, V. Sahi, R. Dubrow, B.F. Cravatt, A. Vertes, G. Siuzdak, Anal. Chem. 77, 1641–1646 (2005)

    Article  Google Scholar 

  26. X. Li, P.W. Bohn, Appl. Phys. Lett. 77, 2572–2574 (2000)

    Article  Google Scholar 

  27. R.A. Kruse, X.L. Li, P.W. Bohn, J.V. Sweedler, Anal. Chem. 73, 3639–3645 (2001)

    Article  Google Scholar 

  28. Q. Li, A. Ricardo, S.A. Benner, J.D. Winefordner, D.H. Powell, Anal. Chem. 77, 4503–4508 (2005)

    Article  Google Scholar 

  29. C.W. Tsao, P. Kumar, J.K. Liu, L. Devoe, Anal. Chem. 80, 2973–2981 (2008)

    Article  Google Scholar 

  30. G. Piret, H. Drobecq, Y. Coffinier, O. Melnyk, R. Boukherroub, Langmuir 26, 1354–1361 (2010)

    Article  Google Scholar 

  31. G. Piret, Y. Coffinier, C. Roux, O. Melnyk, R. Boukherroub, Langmuir 24, 1670–1672 (2008)

    Article  Google Scholar 

  32. K.P. Law, Int. J. Mass Spectrom. 290, 47–59 (2010)

    Article  Google Scholar 

  33. H. Yan, N. Xu, W.Y. Huang, H.M. Han, S.J. Xiao, Int. J. Mass Spectrom. 281, 1–7 (2009)

    Article  Google Scholar 

  34. M. Dupre, C. Enjalbal, S. Cantel, J. Martinez, N. Megouda, T. Hadjersi, R. Boukherroub, Y. Coffinier, Anal. Chem. 84, 10637–10644 (2012)

    Article  Google Scholar 

  35. S.H. Kim, A. Lee, J.Y. Song, S.Y. Han, J. Am. Soc. Mass Spectrom. 23, 935–941 (2012)

    Article  Google Scholar 

  36. S.H. Kim, J. Kim, D.W. Moon, S.Y. Han, J. Am. Soc. Mass Spectrom. 24, 167–170 (2013)

    Article  Google Scholar 

  37. Q.C. Zhang, H.F. Zou, Z. Guo, Q. Zhang, X.M. Chen, J.Y. Ni, Rapid Commun. Mass Spectrom. 15, 217–223 (2001)

    Article  Google Scholar 

  38. M. Dupre, S. Cantel, J.O. Durand, J. Martinez, C. Enjalbal, Anal. Chim. Acta 741, 47–57 (2012)

    Article  Google Scholar 

  39. K. Agrawal, H.F. Wu, Rapid Commun. Mass Spectrom. 22, 283–290 (2008)

    Article  Google Scholar 

  40. Y.F. Sha, C.H. Deng, B.Z. Liu, J. Chromatogr. A 1198, 27–33 (2008)

    Article  Google Scholar 

  41. A.Y. Lim, F. Gu, Z. Ma, J. Ma, F. Rowell, Analyst 136, 2775–2785 (2011)

    Article  Google Scholar 

  42. P.X. Zhao, X.F. Guo, H. Wang, C.B. Qi, H.S. Xia, H.S. Zhang, Anal. Bioanal. Chem. 402, 1041–1056 (2012)

    Article  Google Scholar 

  43. Z.C. Xiong, L.Y. Zhang, R.S. Zhang, Y.R. Zhang, J.H. Chen, W.B. Zhang, J. Sep. Sci. 35, 2430–2437 (2012)

    Article  Google Scholar 

  44. J.A. McLean, K.A. Stumpo, D.H. Russell, J. Am. Chem. Soc. 127, 5304–5305 (2005)

    Article  Google Scholar 

  45. F. Gamez, P. Hurtado, P.M. Castillo, C. Caro, A.R. Hortal, P. Zaderenko, B. Martinez-Haya, Plasmonics 5, 125–133 (2010)

    Article  Google Scholar 

  46. M.C. Wahl, H.S. Kim, T.D. Wood, S.H. Guan, A.G. Marshall, Anal. Chem. 65, 3669–3676 (1993)

    Article  Google Scholar 

  47. R. Nayak, D.R. Knapp, Anal. Chem. 79, 4950–4956 (2007)

    Article  Google Scholar 

  48. B.N.Y. Vanderpuije, G. Han, V.M. Rotello, R.W. Vachet, Anal. Chem. 78, 5491–5496 (2006)

    Article  Google Scholar 

  49. J. Tang, Y.C. Liu, D.W. Qi, G.P. Yao, C.H. Deng, X.M. Zhang, Proteomics 9, 5046–5055 (2009)

    Article  Google Scholar 

  50. C.H. Teng, K.C. Ho, Y.S. Lin, Y.C. Chen, Anal. Chem. 76, 4337–4342 (2004)

    Article  Google Scholar 

  51. T.C. Chiu, L.C. Chang, C.K. Chiang, H.T. Chang, J. Am. Soc. Mass Spectrom. 19, 1343–1346 (2008)

    Article  Google Scholar 

  52. M.T. Wang, M.H. Liu, C.R.C. Wang, S.Y. Chang, J. Am. Soc. Mass Spectrom. 20, 1925–1932 (2009)

    Article  Google Scholar 

  53. H. Kawasaki, T. Yonezawa, T. Watanabe, R. Arakawa, J. Phys. Chem. C 111, 16278–16283 (2007)

    Article  Google Scholar 

  54. T. Yonezawa, H. Kawasaki, A. Tarui, T. Watanabe, R. Arakawa, T. Shimada, F. Mafune, Anal. Sci. 25, 339–346 (2009)

    Article  Google Scholar 

  55. H. Kawasaki, T. Yao, T. Suganuma, K. Okumura, Y. Iwaki, T. Yonezawa, T. Kikuchi, R. Arakawa, Chem. Eur. J. 16, 10832–10843 (2010)

    Article  Google Scholar 

  56. H. Sonderegger, C. Rameshan, H. Lorenz, F. Klauser, M. Klerks, M. Rainer, R. Bakry, C.W. Huck, G.K. Bonn, Anal. Bioanal. Chem. 401, 1963–1974 (2011)

    Article  Google Scholar 

  57. G. Piret, D. Kim, H. Drobecq, Y. Coffinier, O. Melnyk, P. Schmuki, R. Boukherroub, Analyst 137, 3058–3063 (2012)

    Article  Google Scholar 

  58. C.T. Chen, Y.C. Chen, Anal. Chem. 77, 5912–5919 (2005)

    Article  Google Scholar 

  59. K.-H. Lee, C.-K. Chiang, Z.-H. Lin, H.-T. Chang, Rapid Commun. Mass Spectrom. 21, 2023–2030 (2007)

    Article  Google Scholar 

  60. T.-C. Chiu, Talanta 86, 415–420 (2011)

    Article  Google Scholar 

  61. T. Watanabe, K. Okumura, K. Nozaki, H. Kawasaki, R. Arakawa, Rapid Commun. Mass Spectrom. 23, 3886–3890 (2009)

    Article  Google Scholar 

  62. K. Shrivas, T. Hayasaka, Y. Sugiura, M. Setou, Anal. Chem. 83, 7283–7289 (2011)

    Article  Google Scholar 

  63. T. Watanabe, H. Kawasaki, T. Yonezawa, R. Arakawa, J. Mass Spectrom. 43, 1063–1071 (2008)

    Article  Google Scholar 

  64. W.J. Shin, J.H. Shin, J.Y. Song, S.Y. Han, J. Am. Soc. Mass Spectrom. 21, 989–992 (2010)

    Article  Google Scholar 

  65. W.-Y. Chen, Y.-C. Chen, Anal. Bioanal. Chem. 386, 699–704 (2006)

    Article  Google Scholar 

  66. Y. Iwaki, H. Kawasaki, R. Arakawa, Anal. Sci. 28, 893–900 (2012)

    Article  Google Scholar 

  67. M.J. Yuan, Z. Shan, B.Z. Tian, B. Tu, P.Y. Yang, D.Y. Zhao, Microporous Mesoporous Mater. 78, 37–41 (2005)

    Article  Google Scholar 

  68. Y. Gholipour, S.L. Giudicessi, H. Nonami, R. Erra-Balsells, Anal. Chem. 82, 5518–5526 (2010)

    Article  Google Scholar 

  69. H. Kataura, Y. Kumazawa, Y. Maniwa, I. Umezu, S. Suzuki, Y. Ohtsuka, Y. Achiba, Synth. Met. 103, 2555–2558 (1999)

    Article  Google Scholar 

  70. J. Sandler, M.S.P. Shaffer, T. Prasse, W. Bauhofer, K. Schulte, A.H. Windle, Polymer 40, 5967–5971 (1999)

    Article  Google Scholar 

  71. S. Berber, Y.K. Kwon, D. Tomanek, Phys. Rev. Lett. 84, 4613–4616 (2000)

    Article  Google Scholar 

  72. M.F. Yu, B.S. Files, S. Arepalli, R.S. Ruoff, Phys. Rev. Lett. 84, 5552–5555 (2000)

    Article  Google Scholar 

  73. S.Y. Xu, Y.F. Li, H.F. Zou, J.S. Qiu, Z. Guo, B.C. Guo, Anal. Chem. 75, 6191–6195 (2003)

    Article  Google Scholar 

  74. W.Y. Chen, L.S. Wang, H.T. Chiu, Y.C. Chen, C.Y. Lee, J. Am. Soc. Mass Spectrom. 15, 1629–1635 (2004)

    Article  Google Scholar 

  75. S.F. Ren, Y.L. Guo, Rapid Commun. Mass Spectrom. 19, 255–260 (2005)

    Article  Google Scholar 

  76. C.S. Pan, S.Y. Xu, L.G. Hu, X.Y. Su, J.J. Ou, H.F. Zou, Z. Guo, Y. Zhang, B.C. Guo, J. Am. Soc. Mass Spectrom. 16, 883–892 (2005)

    Article  Google Scholar 

  77. J. Meng, C. Shi, C. Deng, Chem. Commun. 47, 11017–11019 (2011)

    Article  Google Scholar 

  78. S.-F. Ren, Y.-L. Guo, J. Am. Soc. Mass Spectrom. 17, 1023–1027 (2006)

    Article  Google Scholar 

  79. K. Shrivas, H.-F. Wu, J. Mass Spectrom. 45, 1452–1460 (2010)

    Article  Google Scholar 

  80. X.-S. Li, J.-H. Wu, L.-D. Xu, Q. Zhao, Y.-B. Luo, B.-F. Yuan, Y.-Q. Feng, Chem. Commun. 47, 9816–9818 (2011)

    Article  Google Scholar 

  81. S. Margadonna, K. Prassides, J. Solid State Chem. 168, 639–652 (2002)

    Article  Google Scholar 

  82. J.H. Schon, C. Kloc, T. Siegrist, M. Steigerwald, C. Svensson, B. Batlogg, Nature 413, 831–833 (2001)

    Article  Google Scholar 

  83. J. Havel, J. Soto-Guerrero, J. Radioanal. Nucl. Chem. 263, 489–492 (2005)

    Article  Google Scholar 

  84. G. Montsko, A. Vaczy, G. Maasz, E. Mernyak, E. Frank, C. Bay, Z. Kadar, R. Ohmacht, J. Wolfling, L. Mark, Anal. Bioanal. Chem. 395, 869–874 (2009)

    Article  Google Scholar 

  85. J.T. Shiea, J.P. Huang, C.F. Teng, J.Y. Jeng, L.Y. Wang, L.Y. Chiang, Anal. Chem. 75, 3587–3595 (2003)

    Article  Google Scholar 

  86. M.V. Ugarov, T. Egan, D.V. Khabashesku, J.A. Schultz, H.Q. Peng, V.N. Khabashesku, H. Furutani, K.S. Prather, H.W.J. Wang, S.N. Jackson, A.S. Woods, Anal. Chem. 76, 6734–6742 (2004)

    Article  Google Scholar 

  87. R.M. Vallant, Z. Szabo, L. Trojer, M. Najam-ul-Haq, M. Rainer, C.W. Huck, R. Bakry, G.K. Bonn, J. Proteome Res. 6, 44–53 (2007)

    Article  Google Scholar 

  88. D.R. Dreyer, R.S. Ruoff, C.W. Bielawski, Angew. Chem. Int. Ed. 49, 9336–9344 (2010)

    Article  Google Scholar 

  89. K.S. Novoselov, A.K. Geim, S.V. Morozov, D. Jiang, Y. Zhang, S.V. Dubonos, I.V. Grigorieva, A.A. Firsov, Science 306, 666–669 (2004)

    Article  Google Scholar 

  90. C.N.R. Rao, A.K. Sood, K.S. Subrahmanyam, A. Govindaraj, Angew. Chem. Int. Ed. 48, 7752–7777 (2009)

    Article  Google Scholar 

  91. W.S. Hummers, R.E. Offeman, J. Am. Chem. Soc. 80, 1339 (1958)

    Article  Google Scholar 

  92. X. Dong, J. Cheng, J. Li, Y. Wang, Anal. Chem. 82, 6208–6214 (2010)

    Article  Google Scholar 

  93. M. Lu, Y. Lai, G. Chen, Z. Cai, Anal. Chem. 83, 3161–3169 (2011)

    Article  Google Scholar 

  94. L.A.L. Tang, J. Wang, K.P. Loh, J. Am. Chem. Soc. 132, 10976–10977 (2010)

    Article  Google Scholar 

  95. J. Zhang, X. Dong, J. Cheng, J. Li, Y. Wang, J. Am. Soc. Mass Spectrom. 22, 1294–1298 (2011)

    Article  Google Scholar 

  96. C.-W. Liu, M.-W. Chien, C.-Y. Su, H.-Y. Chen, L.-J. Li, C.-C. Lai, Analyst 137, 5809–5816 (2012)

    Article  Google Scholar 

  97. X. Zhou, Y. Wei, Q. He, F. Boey, Q. Zhang, H. Zhang, Chem. Commun. 46, 6974 (2010)

    Article  Google Scholar 

  98. J. Liu, Y. Liu, M. Gao, X. Zhang, J. Am. Soc. Mass Spectrom. 23, 1424–1427 (2012)

    Article  Google Scholar 

  99. B. Gulbakan, E. Yasun, M.I. Shukoor, Z. Zhu, M. You, X. Tan, H. Sanchez, D.H. Powell, H. Dai, W. Tan, J. Am. Chem. Soc. 132, 17408–17410 (2010)

    Article  Google Scholar 

  100. J. Lee, Y.-K. Kim, D.-H. Min, J. Am. Chem. Soc. 132, 14714–14717 (2010)

    Article  Google Scholar 

  101. C. Shi, J. Meng, C. Deng, Chem. Commun. 48, 2418–2420 (2012)

    Article  Google Scholar 

  102. C. Shi, J. Meng, C. Deng, J. Mater. Chem. 22, 20778–20785 (2012)

    Article  Google Scholar 

  103. B.N.G. Giepmans, S.R. Adams, M.H. Ellisman, R.Y. Tsien, Science 312, 217–224 (2006)

    Article  Google Scholar 

  104. T.K. Lewellen, Phys. Med. Biol. 53, R287–R317 (2008)

    Article  Google Scholar 

  105. M.L. Zierhut, E. Ozturk-Isik, A.P. Chen, I. Park, D.B. Vigneron, S.J. Nelson, J. Magn. Reson. Imaging 30, 473–480 (2009)

    Article  Google Scholar 

  106. E.R.A. van Hove, D.F. Smith, R.M.A. Heeren, J. Chromatogr. A 1217, 3946–3954 (2010)

    Article  Google Scholar 

  107. K. Chughtai, R.M.A. Heeren, Chem. Rev. 110, 3237–3277 (2010)

    Article  Google Scholar 

  108. G. Slodzian, B. Daigne, F. Girard, F. Boust, F. Hillion, Biol. Cell 74, 43–50 (1992)

    Article  Google Scholar 

  109. Z. Takats, J.M. Wiseman, B. Gologan, R.G. Cooks, Science 306, 471–473 (2004)

    Article  Google Scholar 

  110. T.R. Northen, O. Yanes, M.T. Northen, D. Marrinucci, W. Uritboonthai, J. Apon, S.L. Golledge, A. Nordstrom, G. Siuzdak, Nature 449, 1033–U1033 (2007)

    Article  Google Scholar 

  111. O. Yanes, H.K. Woo, T.R. Northen, S.R. Oppenheimer, L. Shriver, J. Apon, M.N. Estrada, M.J. Potchoiba, R. Steenwyk, M. Manchester, G. Siuzdak, Anal. Chem. 81, 2969–2975 (2009)

    Article  Google Scholar 

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Acknowledgment

This work was financially supported by the National Natural Science Foundation of China (grant No. 21027012, 21175005 and 21275012).

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Chang, C. et al. (2016). Applications of Nanoparticles in Mass Spectrometry for Highly Sensitive Analysis. In: Aliofkhazraei, M. (eds) Handbook of Nanoparticles. Springer, Cham. https://doi.org/10.1007/978-3-319-15338-4_30

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