Quantitative analysis of morphological alterations in Plasmodium falciparum infected red blood cells through theoretical interpretation of spectral measurements

Journal of Theoretical Biology

Volumn 265, Issue 4, 2010, Pages 493-500

  Serebrennikova, Yulia M ^a,b   Patel, Janus ^a   Milhous, Wilbur K ^a   García Rubio, Luis H ^b  

^a UNIVERSITY OF SOUTH FLORIDA   (United States)

^b Claro Scientific LLC   (United States)

Author keywords

Intraerythrocytic parasite development; Malaria; Mie theory; Red blood cell model; Spectral interpretation

Indexed keywords

HEMOGLOBIN;

BIOCHEMISTRY; BLOOD; MALARIA; MIE THEORY; QUANTITATIVE ANALYSIS; SPECTROSCOPY; THEORETICAL STUDY;

ACCURACY; ARTICLE; BLOOD ANALYSIS; BLOOD CYTOLOGY; CELL MEMBRANE PERMEABILITY; CELL SWELLING; CELL TRANSFORMATION; CONTROLLED STUDY; CYTOSOL; ERYTHROCYTE DEFORMABILITY; ERYTHROCYTE MEMBRANE; ERYTHROCYTE SHAPE; ERYTHROCYTE VOLUME; FUNCTIONAL MORPHOLOGY; IRON DEPLETION; MALARIA FALCIPARUM; MOLECULAR MODEL; NONHUMAN; PARASITE DEVELOPMENT; PLASMODIUM FALCIPARUM; PREDICTION; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SCHIZONT; SPECTROSCOPY; TROPHOZOITE; ULTRAVIOLET SPECTROPHOTOMETRY; ANIMAL; BIOLOGICAL MODEL; CELL SHAPE; CYTOLOGY; ERYTHROCYTE; GROWTH, DEVELOPMENT AND AGING; HEALTH; HUMAN; LIFE CYCLE STAGE; PARASITOLOGY; PHYSIOLOGY; PROCEDURES;

ANIMALS; CELL SHAPE; ERYTHROCYTES; HEALTH; HUMANS; LIFE CYCLE STAGES; MODELS, BIOLOGICAL; PLASMODIUM FALCIPARUM; SPECTROPHOTOMETRY, ULTRAVIOLET;

PLASMODIUM FALCIPARUM;

EID: 77954524586     PISSN: 00225193     EISSN: 10958541     Source Type: Journal    
DOI: 10.1016/j.jtbi.2010.05.037     Document Type: Article

References (45)

1. Alupoaei C.E., García-Rubio L.H. An interpretation model for the UV-vis spectra of microorganisms. Chem. Eng. Commun. 2005, 192:198-218.
2. Bambardekar K., Dharmadhikari A.K., Dharmadhikari J.A., Mathur D., Sharma S. Measuring erythrocyte deformability with fluorescence, fluid forces, and optical trapping. J. Biomed. Opt. 2008, 13(6):064021. 10.1117/1.3037342.
3. Bannister L.H., Hopkins J.M., Fowler R.E., Krishna S., Mitchell G.H. A brief illustrated guide to the ultrastructure of Plasmodium falciparum asexual blood stages. Parasitol. Today 2000, 16(10):427-433.
4. Bhandari R. Scattering coefficients for a multilayered sphere: analytic expressions and algorithms. Appl. Opt. 1985, 24:1960-1967.
5. Bloland P.B. Drug resistance in malaria. WHO/CDS/CRS/DRS/2001.4 2001, WHO, Geneva.
6. Box M.J. A comparison of several current optimization methods, and the use of transformations in constrained problems. Comput. J. 1966, 9:67-77.
7. Egan T.J., Combrinck J.M., Egan J., Hearne G.R., Marques H.M., Ntenteni S., Sewell B.T., Smith P.J., Taylor D., van Schalkwyk D.A., Walden J.C. Fate of haem iron in the malaria parasite Plasmodium falciparum. Biochem. J. 2002, 365:343-347.
8. Elliott D.A., McIntosh M.T., Hosgood H.D., Chen S., Zhang G., Baevova P., Joiner K.A. Four distinct pathways of hemoglobin uptake in the malaria parasite Plasmodium falciparum. Proc. Natl. Acad. Sci. USA 2008, 105(7):2463-2468.
9. Eremina E., Eremin Y., Wriedt T. Analysis of light scattering by erythrocyte based on discrete sources method. Opt. Commun. 2005, 244:15-23. 10.1016/j.optcom.2004.09.037.
10. Fitch C.D., Kanjananggulpan P. The state of ferriprotoporphyrin IX in malaria pigment. J. Biol. Chem. 1987, 262(32):15552-15555.
11. Francis S.E., Sullivan D.J., Goldberg D.E. Hemoglobin metabolism in the malaria parasite Plasmodium falciparum. Annu. Rev. Microbiol. 1997, 51:97-123.
12. Gardner M.J., Hall N., Fung E., White O., Berriman M., Hyman R.W., Carlton J.M., Pain A., Nelson K.E., Bowman S., Paulsen I.T., James K., Eisen J.A., Rutherford K., Salzberg S.L., Craig A., Kyes S., Chan M.-S., Nene V., Shallom S.J., Suh B., Peterson J., Angiuoli S., Pertea M., Allen J., Selengut J., Haft D., Mather M.W., Vaidya A.B., Martin D.M.A., Fairlamb A.H., Fraunholz M.J., Roos D.S., Ralph S.A., McFadden G.I., Cummings L.M., Subramanian G.M., Mungall C., Venter J.C., Carucci D.J., Hoffman S.L., Newbold C., Davis R.W., Fraser C.M., Barrell B. Genome sequence of the human malaria parasite Plasmodium falciparum. Nature 2002, 419:498-511.
13. Glushakova S., Yin D., Gartner N., Zimmerberg J. Quantification of malaria parasite release from infected erythrocytes: inhibition by protein-free media. Malaria J. 2007, 6:61. 10.1186/1475-2875-6-61.
14. Gruenberg J., Allred D.R., Sherman I.W. Scanning electron microscope-analysis of the protrusions (knobs) present on the surface Plasmodium falciparum-infected erythrocytes. J. Cell Biol. 1983, 97:795-802.
15. Haldar K., Mohandas N. Erythrocyte remodeling by malaria parasites. Curr. Opin. Hematol. 2007, 14:203-209.
16. Karlsson A., He J.P., Swartling J., Andersson-Engels S. Numerical simulations of light scattering by red blood cells. IEEE Trans. Biomed. Eng. 2005, 52:13-18.
17. Kerker M. The Scattering of Light and Other Electromagnetic Radiation 1969, Pergamon Press, New York.
18. Kirk K. Membrane transport in the malaria-infected erythrocyte. Physiol. Rev. 2001, 81:495-537.
19. Krugliak M., Zhang J., Ginsburg H. Intraerythrocytic Plasmodium falciparum utilizes only a fraction of the amino acids derived from the digestion of host cell cytosol for the biosynthesis of its proteins. Mol. Biochem. Parasitol. 2002, 119:249-256.
20. Latimer P. Light scattering by ellipsoids. J. Colloid Interface Sci. 1975, 53:102-109.
21. Lema O.E., Carter J.Y., Nagelkerke N., Wangai M.W., Kitenge P., Gikunda S.M., Arube P.A., Munafu C.G., Materu S.F., Adhiambo C.A., Mukunza H.K. Comparison of five methods of malaria detection in the outpatient setting. Am. J. Trop. Med. Hyg. 1999, 60(2):177-182.
22. Lew V.L., Tiffert T., Ginsburg H. Excess haemoglobin digestion and the osmotic stability of Plasmodium falciparum infected red blood cells. Blood 2003, 101:4189-4194.
23. Lu J.Q., Brock R.S., Yang P., Hu X.-H. Modelling of light scattering by single red blood cells with FDTD method. Optics of Biological Particles. NATO Science Series II: Mathematics, Physics and Chemistry, vol. 238 2007, 213-241. A. Hoekstra, V. Maltsev, G. Videen (Eds.).
24. Magowan C., Brown J.T., Liang J., Heck J., Coppel R.L., Mohandas N., Meyer-Ilse W. Intracellular structures of normal and aberrant Plasmodium falciparum malaria parasites imaged by soft X-ray microscopy. Proc. Natl. Acad. Sci. USA 1997, 94:6222-6227.
25. Meinke M., Gersonde I., Friebel M., Helfmann J., Muller G. Chemometric determination of blood parameters using visible-near-infrared spectra. Appl. Spectrosc. 2005, 59:826-835.
26. Moore L.R., Fujioka H., Williams P.S., Chalmers J.J., Grimberg B., Zimmerman P.A., Zborowski M. Hemoglobin degradation in malaria-infected erythrocytes determined from live cell magnetophoresis. FASEB J. 2006, 20:747-749. 10.1096/fj.05-5122fje.
27. Murray C.K., Gasser R.A., Magill A.J., Miller R.S. Update on rapid diagnostic resting for malaria. Clin. Microbiol. Rev. 2008, 21:87-110.
28. Naqvi K.R., Merzlyak M.N., Melø T.B. Absorption and scattering of light by suspensions of cells and subcellular particles: an analysis in terms of Kramers-Kronig relations. Photochem. Photobiol. Sci. 2004, 3:132-137.
29. Nash G.B., O'Brien E., Gordon-Smith E.C., Dormandy J.A. Abnormalities in the mechanical properties of red blood cells caused by Plasmodium falciparum. Blood 1989, 74:855-861.
30. Nelder J.A., Mead R. A simplex method for function minimization. Comput. J. 1965, 7:308-313.
31. Nilsson A.M.K., Alsholm P., Karlsson A., Andersson-Engels S. T-matrix computations of light scattering by red blood cells. Appl. Opt. 1998, 37:2735-2748.
32. Noedl H., Wongsrichanalai C., Wernsdorfer W.H. Malaria drug-sensitivity testing: new assays new perspectives. Trends Parasitol. 2003, 19(4):175-181. 10.1016/S1471-4922(03)00028-X.
33. Oduola A.M., Omitowoju G.O., Sowunmi A., Makler M.T., Falade C.O., Kyle D.E., Fehintola F.A., Ogundahunsi O.A., Piper R.C., Schuster B.G., Milhous W.K. Plasmodium falciparum: evaluation of lactate dehydrogenase in monitoring therapeutic responses to standard antimalarial drugs in Nigeria. Exp. Parasitol. 1997, 87(3):283-289.
34. Park Y.K., Diez-Silva M., Popescu G., Lykotrafitis G., Choi W., Feld M.S., Suresh S. Refractive index maps and membrane dynamics of human red blood cells parasitized by Plasmodium falciparum. Proc. Natl. Acad. Sci. USA 2008, 105(37):13730-13735.
35. Rieckmann K.H., Campbell G.H., Sax L.J., Ema J.E. Drug sensitivity of Plasmodium falciparum. An in vitro micro technique. Lancet 1978, 311(1):22-23.
36. Saliba K.J., Horner H.A., Kirk K. Transport and metabolism of the essential vitamin pantothenic acid in human erythrocytes infected with the malaria parasite Plasmodium falciparum. J. Biol. Chem. 1998, 273(17):10190-10195.
37. Serebrennikova, Y.M., García-Rubio, L.H. Modeling and interpretation of the extinction spectra of oriented non-spherical composite particles: application to biological cells. Appl. Opt., submitted for publication.
38. Serebrennikova Y.M., Patel J., García-Rubio L.H. Interpretation of UV-visible spectra of malaria parasite Plasmodium falciparum. Appl. Opt. 2010, 49:180-188.
39. Serebrennikova, Y.M., García-Rubio, L.H., Smith, J.M., Huffman, D.E., 2010b. Multi-wavelength spectroscopy of oriented erythrocytes. Proc. SPIE 7572E, doi:10.1117/12.842046.
40. Shi H., Li A., Yin J., Tan K.S.W., Lim C.T. AFM study of the cytoskeletal structures of malaria infected erythrocytes. Proc. ICBME 2009, 23:1965-1968.
41. Staines H.M., Ashmore S., Felgate H., Moore J., Powell T., Ellory J. Solute transport via the new permeability pathways in Plasmodium falciparum-infected human red blood cells is not consistent with a simple single-channel model. Blood 2006, 108(9):3187-3194.
42. Tarasov P., Yurkin M., Avrorov P., Semyanov K., Hoekstra A., Maltsev V. Optics of erythrocytes. Optics of Biological Particles. NATO Science Series II: Mathematics, Physics and Chemistry, vol. 238 2007, 243-259. A. Hoekstra, V. Maltsev, G. Videen (Eds.).
43. Toon O.B., Ackerman T.P. Algorithms for the calculation of scattering by stratified spheres. Appl. Opt. 1981, 20:3357-3660.
44. Trager W., Jenson J.B. Cultivation of malarial parasites. Nature 1978, 273:621-622.
45. World Health Organization, 2008. World Malaria Report 2008. RBM Partnership, WHO, UNICEF, UNDP./http://rbm.who.int/wmr2008S.