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Conductive silver paste smeared glass substrates for label-free Raman spectroscopic detection of HIV-1 and HIV-1 p24 antigen in blood plasma

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Abstract

We report on application of conductive silver paste smeared glass slides as Raman spectroscopy sample substrates for label-free detection of HIV-1 p24 antigen in blood plasma. We also show that the same substrates can be applied in Raman spectroscopic screening of blood plasma for presence of HIV. The characteristic Raman spectrum of HIV-1 p24 antigen displayed prominent bands that were assigned to ribonucleic acids (RNA) and proteins that constitute the antigen. This spectrum can be used as reference during Raman spectroscopic screening for HIV in plasma within the first few days after exposure (<7 days). The Raman spectra obtained from HIV+ plasma displayed unique peaks centered at wavenumbers 928, 990, 1270, 1397, and 1446 cm−1 attributed to the Raman active vibrations in the virion carbohydrates, lipids, and proteins. Other bands similar to those reported in literature were also seen and assignments made. The attachment of the HIV virions to silver nanoparticles via gp120 glycoprotein knobs was thought to be responsible for the enhanced Raman signals of proteins associated with the virus. The principal component analysis (PCA) applied on the combined spectral data showed that HIV− and HIV+ spectra had differing spectral patterns. This indicated the great power of Raman spectroscopy in HIV detection when plasma samples are deposited onto silver paste smeared glass substrates. The Raman peaks responsible for the segregation of the spectral data in PCA were mainly those assigned to the viral proteins (645, 725, 813, 1270, and 1658 cm−1). Excellent results were obtained from Artificial Neural Network (ANN) applied on the HIV+ Raman spectral data around the prominent peak centered at 1270 cm−1 with R (coefficient of correlation) and R 2 (coefficient of determination) values of 0.9958 and 0.9895, respectively. The method has the potential of being used as quick blood screening for HIV before blood transfusion with the Raman peaks assigned to the virion proteins acting as reference.

The HIV type 1 virus particle gets attached to the silver nanoparticle contained in the conductive silver paste smear onto a glass slide. This results in strong Raman signals associated with the components of the virion. The signals are collected, dispersed in a spectrometer and displayed on a computer screen. Method can be used as a label-free and rapid HIV screening in blood plasma

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References

  1. (UNAIDS) JUNP on H, (UNAIDS) JUNP on H, others. Global AIDS Update 2016. Geneva Switz Httpwww Unaids Orgsitesdefaultfilesmediaassetglobal-AIDS-Update-2016en Pdf Accessed. 2016;28:16.

  2. Olivia Block LN, Anirban M, Dykes C. A rapid label-free method for quantitation of human immunodeficiency virus type-1 particles by nanospectroscopy. J Virol Methods. 2012;182:70–5.

    Article  Google Scholar 

  3. Shafiee H, Lidstone EA, Jahangir M, Inci F, Hanhauser E, Henrich TJ, et al. Nanostructured optical photonic crystal biosensor for HIV viral load measurement. Sci Rep. 2014;4:4116.

    Article  Google Scholar 

  4. Tooley L. Detecting HIV earlier: advances in HIV testing. Prevention. 2010. http://www.catie.ca/en/pif/fall-2010/detecting-hiv-earlier-advances-hivtesting.

  5. Shafiee H, Wang S, Inci F, Toy M, Henrich TJ, Kuritzkes DR, et al. Emerging technologies for point-of-care management of HIV infection. Annu Rev Med. 2015;66:387–405.

    Article  CAS  Google Scholar 

  6. Lee J-H, Oh B-K, Choi J-W. Development of a HIV-1 virus detection system based on nanotechnology. Sensors. 2015;15(5):9915–27.

    Article  CAS  Google Scholar 

  7. Sakudo A, Tsenkova R, Onozuka T, Morita K, Li S, Warachit J, et al. A novel diagnostic method for human immunodeficiency virus type-1 in plasma by near-infrared spectroscopy. Microbiol Immunol. 2005;49(7):695–701.

    Article  CAS  Google Scholar 

  8. Barletta JM, Edelman DC, Constantine NT. Lowering the detection limits of HIV-1 viral load using real-time immuno-PCR for HIV-1 p24 antigen. Am J Clin Pathol. 2004;122(1):20–7.

    Article  CAS  Google Scholar 

  9. Brust S, Duttmann H, Feldner J, Gürtler L, Thorstensson R, Simon F. Shortening of the diagnostic window with a new combined HIV p24 antigen and anti-HIV-1/2/O screening test. J Virol Methods. 2000;90(2):153–65.

    Article  CAS  Google Scholar 

  10. Gan N, Du X, Cao Y, Hu F, Li T, Jiang Q. An ultrasensitive electrochemical immunosensor for HIV p24 based on Fe3O4@ SiO2 nanomagnetic probes and nanogold colloid-labeled enzyme–antibody copolymer as signal tag. Materials. 2013;6(4):1255–69.

    Article  CAS  Google Scholar 

  11. Lee J-H, Kim B-C, Byeung-Keun O, Choi J-W. Rapid and sensitive determination of HIV-1 virus based on surface enhanced Raman spectroscopy. J Biomed Nanotechnol. 2015;11(12):2223–30.

    Article  CAS  Google Scholar 

  12. Zhou L, Huang J, Yu B, Liu Y, You T. A novel electrochemiluminescence immunosensor for the analysis of HIV-1 p24 antigen based on P-RGO@ Au@ Ru-SiO2 composite. ACS Appl Mater Interfaces. 2015;7(44):24438–45.

    Article  CAS  Google Scholar 

  13. Zinin PV, Hu N, Kamemoto LE, Yu Q, Misra AK, Sharma SK. Raman spectroscopy of HIV-1 antigen and antibody. In: SPIE Defense, Security, and Sensing. International Society for Optics and Photonics. 2011. p. 80250D.

    Google Scholar 

  14. Xu Y, Lu C. Raman spectroscopic study on structure of human immunodeficiency virus (HIV) and hypericin-induced photosensitive damage of HIV. Sci China Ser C Life Sci. 2005;48(2):117–32.

    CAS  Google Scholar 

  15. Isola NR, Stokes DL, Vo-Dinh T. Surface-enhanced Raman gene probe for HIV detection. Anal Chem. 1998;70(7):1352–6.

    Article  CAS  Google Scholar 

  16. Hu J, Zheng P-C, Jiang J-H, Shen G-L, Yu R-Q, Liu G-K. Sub-attomolar HIV-1 DNA detection using surface-enhanced Raman spectroscopy. Analyst. 2010;135(5):1084–9.

    Article  CAS  Google Scholar 

  17. Benuel N, Michael KK, Raphael WL, Samoel AK, Ernest PM, Joyceline GK, et al. HIV type 1 gag genetic diversity among antenatal clinic attendees in North Rift Valley, Kenya. AIDS Res Hum Retroviruses. 2012;28(5):523–6.

    Google Scholar 

  18. Sheila K, Raphael WL, Vincent O, Matilu M, Fredrick AO, Elijah MS, et al. HIV type 1 subtype surveillance in Central Kenya. AIDS Res Hum Retroviruses. 2012;28(2):228–31.

    Article  Google Scholar 

  19. Zhao J, Lui H, McLean DI, Zeng H. Automated autofluorescence background subtraction algorithm for biomedical Raman spectroscopy. Appl Spectrosc. 2007;61(11):1225–32.

    Article  CAS  Google Scholar 

  20. Freed EO. HIV-1 gag proteins: diverse functions in the virus life cycle. Virology. 1998;251(VY989398):1–15.

    Article  CAS  Google Scholar 

  21. Mascarenhas AP, Musier-Forsyth K. The capsid protein of human immunodeficiency virus: interactions of HIV-1 capsid with host protein factors. Febs J. 2009;276(21):6118–27.

    Article  CAS  Google Scholar 

  22. Virkler K, Lednev IK. Raman spectroscopic signature of semen and its potential application to forensic body fluid identification. Forensic Sci Int. 2009;193(1):56–62.

    Article  CAS  Google Scholar 

  23. Li J, Du Y, Qi J, Sneha R, Chang A, Mohan C, et al. Raman spectroscopy as a diagnostic tool for monitoring acute nephritis. J Biophotonics. 2016;9(3):260–269.

  24. Gonchukov S, Sukhinina A, Bakhmutov D, Minaeva S. Raman spectroscopy of saliva as a perspective method for periodontitis diagnostics. Laser Phys Lett. 2012;9:73–7.

    Article  CAS  Google Scholar 

  25. Depciuch J, Kaznowska E, Zawlik I, Wojnarowska R, Cholewa M, Heraud P, et al. Application of Raman spectroscopy and infrared spectroscopy in the identification of breast cancer. Appl Spectrosc. 2016;70(2):251–63.

    Article  CAS  Google Scholar 

  26. Tuma R. Raman spectroscopy of proteins: from peptides to large assemblies. J Raman Spectrosc. 2005;36:307–19.

    Article  CAS  Google Scholar 

  27. Elechiguerra JL, Burt JL, Morones JR, Camacho-Bragado A, Gao X, Lara HH, et al. Interaction of silver nanoparticles with HIV-1. J Nanobiotechnol. 2005;3(1):1.

    Article  Google Scholar 

  28. Abdi H, Williams LJ. Principal component analysis. WIREs Comput Stat. 2010;2:433–59.

    Article  Google Scholar 

  29. Ilin A, Raiko T. Practical approaches to principal component analysis in the presence of missing values. J Mach Learn Res. 2010;11:1957–2000.

    Google Scholar 

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Acknowledgements

The authors would like to thank Dr. Julius O. Oyugi of Department of Medical Microbiology, University of Nairobi, for providing the samples used in the study. The first author thanks NACOSTI, Kenya, for funding his studies. We also thank ISP Uppsala University for grant KEN004.

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Correspondence to Zephania Birech.

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This study was approved by the Ethics and Research Committee of the University of Nairobi (KNH-UoN:P637=10=2015).

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The authors declare that they have no competing interest.

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Otange, B.O., Birech, Z., Okonda, J. et al. Conductive silver paste smeared glass substrates for label-free Raman spectroscopic detection of HIV-1 and HIV-1 p24 antigen in blood plasma. Anal Bioanal Chem 409, 3253–3259 (2017). https://doi.org/10.1007/s00216-017-0267-0

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