Optical diagnosis of malaria infection in human plasma using Raman spectroscopy

Journal of Biomedical Optics

Volumn 20, Issue 1, 2015, Pages

  Bilal, Muhammad ^a   Saleem, Muhammad ^a   Amanat, Samina Tufail ^b   Shakoor, Huma Abdul ^b   Rashid, Rashad ^a   Mahmood, Arshad ^a   Ahmed, Mushtaq ^a  

^a National Institute of Lasers and Optronics   (Pakistan)

^b PAKISTAN ATOMIC ENERGY COMMISSION   (Pakistan)

Author keywords

dengue virus infection; malaria plasmodium infection; partial least square regression; Raman spectroscopy

Indexed keywords

DIAGNOSIS; DISEASES; FORECASTING; LASER EXCITATION; PLASMA (HUMAN); RAMAN SCATTERING; RAMAN SPECTROSCOPY; REGRESSION ANALYSIS; VIRUSES;

CLINICAL VALIDATIONS; CORRELATION COEFFICIENT; DENGUE VIRUS; EXCITATION SOURCES; MALARIA PLASMODIUM INFECTION; MULTIVARIATE REGRESSION MODELS; PARTIAL LEAST SQUARE REGRESSION; ROOT MEAN SQUARE ERRORS;

MEAN SQUARE ERROR;

DENGUE VIRUS;

BLOOD ANALYSIS; DENGUE; HUMAN; LEAST SQUARE ANALYSIS; MALARIA; PROCEDURES; RAMAN SPECTROMETRY;

BLOOD CHEMICAL ANALYSIS; DENGUE; HUMANS; LEAST-SQUARES ANALYSIS; MALARIA; SPECTRUM ANALYSIS, RAMAN;

EID: 84922496783     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.JBO.20.1.017002     Document Type: Article

References (66)

1. WHO World malaria report, 2011, available at www.who.int/malaria/world-malaria-report-2011/en/.
2. en.wikipedia.org/wiki/Malaria.
3. B. Nadjm and R. H. Behrens, "Malaria: an update for physicians," Infect. Dis. Clin. North Am. 26, 243-259 (2012).
4. P. K. Sarkar et al., "Critical care aspects of malaria," J. Intensive Care Med. 25, 93-103 (2010).
5. J. C. Mouatcho and J. P. Goldring, "Malaria rapid diagnostic tests: challenges and prospects," J. Med. Microbiol. 62, 1491-1505 (2013).
6. A. Moody, "Rapid diagnostic tests for malaria parasites," Clin. Microbiol. Rev. 15, 66-78 (2002).
7. WHO Universal access to malaria diagnostic testing: an operational manual, 2011, available at whqlibdoc.who.int/publications/2011/9789241502092-eng.pdf.
8. F. J. Lopez-Antunano, "Microscopic diagnosis of malaria parasites in the blood," in Diagnosis of Malaria, pp. 37-47, F. J. Lopez-Antunano and G. Schmunis, Eds., Pan American Health Organization, Washington (1990).
9. C. Beadle et al., "Diagnosis of malaria by detection of Plasmodium falciparum HRP-2 antigen with a rapid dipstick antigen-capture assay," Lancet 343, 564-568 (1994).
10. J. B. Weiss, "DNA probes and PCR for diagnosis of parasitic infections," Clin. Microbiol. Rev. 8, 113-130 (1995).
11. WHO technical consultation: "Parasitological confirmation of malaria diagnosis," 2009, available at http://whqlibdoc.who.int/publications/2010/9789241599412-eng.pdf.
12. S. E. Francis, D. J. Sullivan, Jr., and D. E. Goldberg, "Hemoglobin metabolism in the malaria parasite plasmodium falciparum," Annu. Rev. Microbiol. 51, 97-123 (1997).
13. I.W. Sherman, "Amino acid metabolism and protein synthesis in malarial parasites," Bull. W. H. O. 55, 265-276 (1977).
14. P. J. Rosenthal and S. R. Meshnick, "Hemoglobin catabolism and iron utilization by malaria parasites," Mol. Biochem. Parasitol. 83, 131-139 (1996).
15. T. J. Egan, D. C. Rossa, and P. A. Adams, "Quinoline anti-malarial drugs inhibit spontaneous formation of ß-haematin (malaria pigment)," FEBS Lett. 352, 54-57 (1994).
16. N. Stone et al., "Raman spectroscopy for identification of epithelial cancers," Faraday Discuss 126, 141-57 (2004).
17. N. Stone et al., "Near-infrared Raman spectroscopy for the classification of epithelial pre-cancers and cancers," J. Raman Spectrosc. 33, 564-573 (2002).
18. Z. Huang et al., "Near infrared Raman spectroscopy for optical diagnosis of lungs cancer," Int. J. Cancer 107, 1047-1052 (2003).
19. M. Saleem et al., "Optical diagnosis of dengue virus infection in human blood serum using Raman spectroscopy," Laser Phys. Lett. 10, 035602 (2013).
20. M. Asghari-Khiavi et al., "A resonance Raman spectroscopic investigation into the effects of fixation and dehydration on heme environment of hemoglobin," J. Raman Spectrosc. 40, 1668-1674 (2009).
21. B. R. Wood et al., "Resonance Raman spectroscopy of red blood cells using near-infrared laser excitation," Anal. Bioanal. Chem. 387, 1691-1703 (2007).
22. I. P. T. Filho et al., "Measurement of hemoglobin oxygen saturation using Raman microspectroscopy and 532-nm excitation," J. Appl. Physiol. 104, 1809-17 (2008).
23. K. R. Ward et al., "Oxygenation monitoring of tissue vasculature by resonance Raman spectroscopy," Anal. Chem. 79, 1514-1518 (2007).
24. G. Rusciano et al., "Raman tweezers as a diagnostic tool of hemoglobinrelated blood disorders," Sensors 8, 7818-7832 (2008).
25. A. C. De Luca et al., "Spectroscopical and mechanical characterization of normal and thalassemic red blood cells by Raman tweezers," Opt. Express 16, 7943-7957 (2008).
26. V. Sikirzhytski, K. Virkler, and I. K. Lednev, "Discriminant analysis of Raman spectra for body fluid identification for forensic purposes," Sensors 10, 2869-2884 (2010).
27. B. R. Wood and D. McNaughton, "Resonance Raman spectroscopy in malaria research," Expert Rev. Proteomics 3, 525-544 (2006).
28. G. T. Webster et al., "Resonance Raman spectroscopy can detect structural changes in haemozoin (malaria pigment) following incubation with chloroquine in infected erythrocytes," FEBS Lett. 582, 1087-1092 (2008).
29. B. R. Wood et al., "Raman imaging of hemozoin within the food vacuole of Plasmodium falciparum trophozoites," FEBS Lett. 554, 247-252 (2003).
30. D. S. Bohle et al., "Structural and spectroscopic studies of ß-haematin (the haem coordination polymer in malaria pigment)," in Inorganic and Organometallic Polymers II: Advanced Materials and Intermediates, Chapter 37, Vol. 572, pp. 497-515, P. Wisian-Neilson, H. R. Allcock, and K. J. Wynne, Eds., ACS Symposium Series, American Chemical Society (1994).
31. T. Frosch et al., "In situ localization and structural analysis of the malaria pigment hemozoin," J. Phys. Chem. B 111, 11047-11056 (2007).
32. T. Frosch et al., "Morphology sensitive Raman modes of the malaria pigment hemozoin," Analyst 134, 1126-1132 (2009).
33. W. Asawamahasakda et al., "Effects of antimalarials and protease inhibitors on plasmodial hemozoin production," Mol. Biochem. Parasitol. 67, 183-191 (1994).
34. B. R.Wood et al., "Tip-enhanced Raman scattering (TERS) from hemozoin crystals within a sectioned erythrocyte," Nano Lett. 11, 1868-1873 (2011).
35. C. Yuen and Q. Liu, "Magnetic field enriched surface enhanced resonance Raman spectroscopy for early malaria diagnosis," J. Biomed. Opt. 17, 017005 (2012).
36. A. J. Hobro et al., "Raman spectroscopic analysis of malaria disease progression via blood and plasma samples," Analyst 138, 3927-3933 (2013).
37. Y. Park et al., "Static and dynamic light scattering of healthy and malaria-parasite invaded red blood cells," J. Biomed. Opt. 15(2), 020506 (2010).
38. A. Orbán et al., "Evaluation of a novel magneto-optical method for the detection of malaria parasites," PloS One 9, e96981 (2014).
39. S. Lee andW. Lu, "Backward elastic light scattering of malaria infected red blood cells," Appl. Phys. Lett. 99(7), 073704 (2011).
40. E. Y. Lukianova-Hleb et al., "Hemozoin-generated vapor nanobubbles for transdermal reagent-and needle-free detection of malaria," Proc. Natl. Acad. Sci. 111, 900-905 (2014).
41. U.S. Department of Health and Human Services, Biosafety in Microbiological and Biomedical Laboratories, 5th ed., HHS Publication No. (CDC), pp. 21-1112 (2009).
42. K. W. Poon et al., "Quantitative reagent free detection of fibrinogen levels in human blood plasma using Raman spectroscopy," Analyst 137, 1807-1814 (2012).
43. J. L. Pichardo-Molina et al., "Raman spectroscopy and multivariate analysis of serum samples from breast cancer patients," Lasers Med. Sci. 22, 229-236 (2007).
44. A. Rygula et al., "Raman spectroscopy of proteins: a review," J. Raman Spectrosc. 44, 1061-1076 (2013).
45. L. Pasti et al., "Optimization of signal denoising in discrete wavelet transform," Chemom. Intell. Lab. Syst. 48, 21-34 (1999).
46. Q. Wang, "Raman spectroscopic characterization and analysis of agricultural and biological systems," PhD Thesis, Iowa State University (2013), http://lib.dr.iastate.edu/etd/13019.
47. P. Lasch, "Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging," Chemom. Intell. Lab. Syst. 117, 100-114 (2012).
48. S. Ruberto, "Raman spectroscopic investigation of chondroitinase ABC treatment after spinal cord injury in an organotypic model," Master's Thesis, Syracuse University (2013), http://surface.syr.edu/thesis/10.
49. R. Galli et al., "Effects of tissue fixation on coherent anti-Stokes Raman scattering images of brain," J. Biomed. Opt. 19(7), 071402 (2014).
50. S. Keskin et al., "Label-free detection of proteins in ternary mixtures using surface-enhanced Raman scattering and protein melting profiles," J. Biomed. Opt. 18, 037007 (2013).
51. M. Culha and S. Keskin, "Surface enhanced Raman scattering for labelfree protein detection and identification," Proc. SPIE 8234, 823407 (2012).
52. P. C. Painter and J. L. Koenig, "Raman spectroscopic study of the structure of antibodies," Biopolymers 14, 457-468 (1975).
53. Z. Movasaghi, S. Rehman, and I. U. Rehman, "Raman Spectroscopy of Biological Tissues," Appl. Spectros. Rev. 42, 493-541 (2007).
54. D. A. Hughes, "Effects of carotenoids on human immune function," Proc. Nutr. Soc. 58, 713-718 (1999).
55. W. R. Premasiri, J. C. Lee, and L. D. Ziegler, "Surface enhanced Raman scattering of whole human blood, blood plasma and red blood cells: cellular processes and bioanalytical sensing," J. Phys. Chem. B 116, 9376-9386 (2012).
56. M. Cansev and R. J. Wurtman, "Aromatic amino acids in the brain," in Handbook of Neurochemistry and Molecular Neurobiology, 3rd ed., Vol. 6, pp. 59-97, Springer-Verlag, Berlin, Heidelberg (2007).
57. E. Blomstrand, "Amino acids and central fatigue," Amino Acids 20, 25-34 (2001).
58. L. M. Castell et al., "The role of tryptophan in fatigue in different conditions of stress," Adv. Exp. Med. Biol. 467, 697-704 (1999).
59. T. Yamamoto, H. Azechi, and M. Board, "Essential role of excessive tryptophan and its neurometabolites in fatigue," Can. J. Neurol. Sci. 39, 40-47 (2012).
60. E. V. Thomas and D. M. Haaland, "Comparison of multivariate calibration methods for quantitative spectral analysis," Anal. Chem. 62, 1091-1099 (1990).
61. A. J. Berger, I. Itzkan, and M. S. Feld, "Feasibility of measuring blood glucose concentration by near-infrared Raman spectroscopy," Spectrochim. Acta A: Mol. Biomol. Spectrosc. 53, 287-292 (1997).
62. A. M. K. Enejder et al., "Blood analysis by Raman spectroscopy," Opt. Lett. 27, 2004-2006 (2002).
63. H. Martens and T. Naes, Multivariate Calibration, Wiley, New York (1989).
64. J. B. Henry, "Clinical diagnosis and management by laboratory methods," 19th ed., Saunders, Philadelphia (1996).
65. C. W. Anderson and S. A. Rounds, "Use of continuous monitors and autosamplers to predict unmeasured water quality constituents in tributaries of the Tualatin River, Oregon," U.S. Geological Survey Scientific Investigations Report 2010-5008 (2010).
66. H. J. Staines et al., "Monitoring performance of nucleic acid-based diagnostic measurement system users by EQA," Accred. Qual. Assur. 14, 243-252 (2009).