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Quantum dots: a new tool for anti-malarial drug assays
Malaria Journal volume 10, Article number: 118 (2011)
Malaria infects over 300 million people every year and one of the major obstacles for the eradication of the disease is parasite's resistance to current chemotherapy, thus new drugs are urgently needed. Quantum dot (QD) is a fluorescent nanocrystal that has been in the spotlight as a robust tool for visualization of live cell processes in real time. Here, a simple and efficient method using QD to directly label Plasmodium falciparum-infected erythrocytes (iRBCs) was searched in order to use the QD as a probe in an anti-malarial drug-screening assay.
A range of QDs with different chemical coatings were tested for their ability to specifically bind iRBCs by immunofluorescence assay (IFA). One QD was selected and used to detect parasite growth and drug sensitivity by flow cytometry.
PEGylated-cationic QD (PCQD) was found to specifically label infected erythrocytes preferentially with late stage parasites. The detection of QD-labelled infected erythrocytes by flow cytometry was sensitive enough to monitor chloroquine anti-malarial toxicity with a drug incubation period as short as 24 h (EC50 = 113nM). A comparison of our assay with another widely used anti-malarial drug screening assay, the pLDH assay, showed that PCQD-based assay had 50% improved sensitivity in detecting drug efficacy within a parasite life cycle. An excellent Z-factor of 0.8 shows that the QD assay is suitable for high-throughput screening.
This new assay can offer a rapid and robust platform to screen novel classes of anti-malarial drugs.
Malaria remains a major global health problem, threatening over 300 million people and causing nearly one million deaths annually . It is still a major cause of death especially in children under five years of age and pregnant women in areas such as sub-Saharan Africa, which bear the greatest burden of the disease. Due to the emergence of resistance, the rate in which the available drugs fail in the treatment of malaria has increased. To worsen this situation, recent reports on the emergence of resistant strains to artemisinin-based combination therapy (ACT) [2, 3] have accelerated the urgent need of new drugs.
Recently, the CdSe/ZnS semiconductor nanocrystal known as quantum dot (QD) has been widely used for various bioimaging applications as well as in vitro diagnostics due to high photostability, large stokes shift, and tunable narrow emission spectral characteristics . These particular interesting fluorescent properties of QDs allowed it to be used as a robust fluorophore for labelling bacteria , red blood cells (RBCs) , various intracellular organelles , genes [8, 9], and proteins . In particular, Tokumasu et al  used antibody-conjugated QDs to show the distinct pattern of distribution of protein and to observe erythrocyte membrane deformation occurring during the invasion of erythrocytes by P. falciparum. To search for a QD that could specifically label P. falciparum-infected RBC, a range of QDs with different chemical coatings (-COOH, -NH2, amino PEG, methoxy PEGs) were tested. A PEGylated cationic QDs (PCQD), which have been successfully implemented for cellular labelling , was found to specifically label the iRBC, particularly at late stage parasites. Herein, the present study shows (i) a simple and efficient method to label P. falciparum-infected RBC using a QD-based probe and (ii) its applicability as an efficient probe for anti-malarial drug screening.
The PCQD were prepared by ligand exchange of trioctylphospine oxide (TOPO)-QD with DEDEA (dihydrolipoic acid-2,2'-ethylenedioxy bis(ethyleneamine)) and subsequent conjugation with N-hydroxyl succinimide methoxy PEG2000 (NHS-mPEG2000) molecules as reported previously . In addition to the positively charged PCQD, negatively charged QDs with chemical coatings of carboxylated polymers (QD-COOH), amino PEG2000 (QD-PEG-NH2), methoxy PEG2000 (QD-mPEG) were also prepared using polymer-coating method with some modifications [13, 14]. See Additional file 1 for the detailed synthetic procedures and characterization methods of QDs.
Plasmodium falciparum culture
Plasmodium falciparum 3D7 strain was maintained in vitro in human O+ erythrocytes at 3% haematocrit in RPMI 1640 media supplemented with L-glutamine, 25 mM HEPES and sodium bicarbonate. Additionally, 0.5% Albumax I, 0.1 mM hypoxanthine and 16 μM thymidine were added to complete the media. To obtain a synchronized culture, the parasites were submitted to two sequential 5% sorbitol treatments that were 10 hours apart, cultivated for an additional 30 hours, allowed to re-invade RBCs and then used for experiments at 10-15 hours post-invasion (hpi) for young-stage parasites and at 30-35 hpi for late-stage parasites.
Fluorescence image acquisition
Synchronized young and late stage parasites were incubated with PCQD and Hoechst (RBC: PCQD: Hoechst = 5 × 107 cells: 2 μM: 5 μM) for 1 h at 37°C with gentle shaking. Parasites were then washed once with PBS and transferred to glass slides (Cell-line/Erie Scientific Co, US) for image acquisition. Image acquisition was performed on Epifluorescence microscope (Eclipse 90i, Nikon, Japan) using synchronized parasites.
To determine the sensitivity of PCQD in detecting different levels of parasitemia, synchronized late-stage parasites were serially diluted with fresh RBC and analysed in a Flow cytometer FACSCanto II (BD, USA). For the procedure, cells were fixed with 2% paraformaldehyde + 0.008% glutaraldehyde solution for 30 min, washed once in PBS and stained with PCQD and Hoechst as described for the image acquisition experiments. The cells in the gate of both PCQD and Hoechst positive were only counted for data analysis. As a control, slides using the same serially diluted samples were prepared, stained with Giemsa (Merck) and counted manually using a light microscope.
Dose-response curve of chloroquine
Dose-response experiments (range 0.45 nM to 1 μM) were carried out in 96-well plate at 0.5% and 10% parasitaemia (for 60 h and 24 h drug-exposure, respectively) of synchronized parasites (young stage) at 2% haematocrit, 37°C, in triplicates. After the drug exposure, the cells were fixed and stained as already described. Data analysis was performed using FACSDiva Software (BD, USA). The data were normalized using average result of chloroquine-treated wells (at EC100 concentration) and average result of non-treated wells as 0% and 100%, respectively.
For the pLDH assay, the same conditions were used but culture was added to 384-well plate (Greiner). After the drug exposure time was finished, the plates were frozen overnight at -20°C. After thawing, the plates were shaken for 45 sec at 1700 rpm in Mix Mate (Eppendorf) and 5 μL of the lysate was transferred into the correspondent well of another plate containing 30 μL of Malstat Reagent  and incubated for 2 h. The absorbance (650 nm) was read at Spectramax M5 (Molecular Devices, USA).
Specificity and sensitivity of PCQD for detecting P. falciparum-infected erythrocytes
A panel of QDs with different chemical coatings (QD-COOH, QD-PEG-NH2, QD-mPEG, and PCQD) were characterized with regard to their hydrodynamic sizes, charges, and quantum yield (Table 1). These well-defined QDs with different charges and sizes were visually screened for their ability to bind iRBCs, and PCQD was found to bind P. falciparum-infected erythrocytes (Figure 1). However, this PCQD was only able to bind mature asexual stage-iRBCs, i.e., the pigment-bearing trophozoites and schizonts, and not young stage-iRBCs. The quality of the labelling (signal to noise ratio) was enough for clear identification of positives and quantitatively, 60% of the infected erythrocytes were PCQD-positive.
To verify its labelling sensitivity, synchronized late-stage parasites were serially diluted to achieve a linear curve of parasitaemia and incubated with PCQD and the DNA staining Hoechst for labelling. The number of PCQD-labelled cells was measured by flow cytometry and, indeed, decreased proportionally as the number of the parasites was diminished, confirming that PCQD was specifically binding to iRBCs. In agreement with these findings, a high linear correlation (R2 = 0.9152) was observed between cytometry data and manual assessment of parasitaemia from Giemsa-stained smears for each dilution point (Figure 2A).
PCQD as a probe in chloroquine dose-response assay for 60 h drug exposure
The specific binding of PCQD to infected RBCs prompted us to setup an assay for anti-malarial drug screening using PCQD as a fluorescent probe. Early stages synchronized P. falciparum cultures at low parasitaemia were incubated in triplicates with serially diluted concentrations of chloroquine to obtain a dose-response curve (DRC). To compare PCQD assay with the pLDH assay, a well-known anti-malarial drug-screening assay, the same cultures were prepared in 384-well plate in parallel. After 60 hours of drug exposure, the cultures from each plate were developed by PCQD assay and pLDH assay as described in Methods. The DRC of chloroquine from both assays showed EC50s of 26 nM, in accordance with reported values using other assays (Figure 2B) . In addition, the Z-factor calculated for the PCQD assay was 0.8, which is high enough to enable assay automation and high-throughput screening.
PCQD as a probe in chloroquine dose-response assay for 24 h drug exposure, within a single asexual cycle
Chloroquine exerts its plasmocidal effects only on mature stages of the asexual cycle . Thus we further tested if PCQD would be sensitive enough to detect chloroquine effects on parasite viability within a single asexual cycle (i.e., without changes in the parasitaemia). Synchronized early stage parasites at high parasitaemia (10%) were incubated for 24 h with serial dilutions of chloroquine followed by flow cytometry analysis. The DRC-derived EC50 was 113 nM, which was also comparable with previous reports (Figure 2C) . A paralleled pLDH assay was also performed and compared with PCQD assay, showing PCQD-based assay was significantly more sensitive in detecting drug efficacy within a parasite life cycle than in the pLDH assay; at 100 nM chloroquine, PCQD assay detected 53%(±19) while pLDH assay showed 0%(±8) of growth inhibition (p = 0.0024, two tailed t-test).
QDs have been largely applied in conjugation with various biomolecules including DNA oligonucletides, peptides, and antibodies due to their properties such as photostability and narrow emission spectra [17, 18]. In this work, a range of different QDs were screened for labelling the iRBC to use it as a probe in an assay to search for anti-malarial drugs. This straightforward strategy of searching for a QD that could by itself specifically label P. falciparum iRBC shortened the assay development time, sparing us, for example, from the development and characterization of an antibody against parasite-specific protein and antibody-QD conjugation processes.
The QDs used for this study include various surface coatings with different charges (positive or negative), PEG molecules (with or without), and functional groups (carboxyl or amine). Out of the various QDs tested, only PCQD with a positive and PEGylated coating could interact specifically with late stage parasitized RBCs. Although the nature of the interaction between the PCQD and the iRBC is yet not clear, the fact that negatively charged QD did not label RBC infected with late stage parasites suggests that the positive charge might be important for this interaction. In this sense, positively charged QD has been known to facilitate the binding with cellular membrane via electrostatic interaction. The PCQD originally developed in our lab has strong positive charge in the surface with high positive zeta potential value and this positive charge seemed to promote the interaction with the cell membrane [10, 12]. In addition, given (i) the surface pattern of the labelling observed, (ii) the size of the PCQD that does not allow for free diffusion across the membrane and (iii) the absence of endocytosis in red blood cells it is likely that the interaction between PCQD and the iRBC takes place only at the cell's surface although the target(s) for this interaction remains unknown.
The specific labelling of infected RBCs by PCQD prompted us to test if the PCQD could be used as a probe to determine drug efficacy. The PCQD-based assay was able to detect successfully the effect of chloroquine not only in 60 h but also in 24 h, within a parasite life cycle, with 50% more sensitivity than pLDH assay. The PCQD assay can provide an alternative, rapid and efficient method for screening fast-acting anti-malarial drugs because of its ability to detect the plasmocidal effects of a drug within a single erythrocytic cycle. Its cost, comparable to that of pLDH assay, makes it accessible to practically all academic set-ups and its performance (z' = 0.8) enable for high-throughput setting as well. Furthermore, due to the PCQD's exclusive labelling of late-stage parasites, this assay may be a powerful tool to look for specific drugs interfering in the maturation of parasites. This possibility is currently under investigation.
Although the mechanism of specific labelling of parasitized RBC at the late stage with the PCQD has to be further elucidated, the ability of the PCQD to label the live parasitized RBC with high photostability led us to develop a rapid and efficient assay to screen anti-plasmodial compounds, setting a platform to search novel anti-malarial drugs.
WHO: World Malaria Report 2010. 2010
Muller O, Sie A, Meissner P, Schirmer RH, Kouyate B: Artemisinin resistance on the Thai-Cambodian border. Lancet. 2009, 374: 1419-
Noedl H, Se Y, Sriwichai S, Schaecher K, Teja-Isavadharm P, Smith B, Rutvisuttinunt W, Bethell D, Surasri S, Fukuda MM, Socheat D, Chan Thap L: Artemisinin resistance in Cambodia: a clinical trial designed to address an emerging problem in Southeast Asia. Clin Infect Dis. 2010, 51: e82-89. 10.1086/657120.
Medintz IL, Uyeda HT, Goldman ER, Mattoussi H: Quantum dot bioconjugates for imaging, labelling and sensing. Nature Materials. 2005, 4: 435-446. 10.1038/nmat1390.
Kloepfer JA, Mielke RE, Wong MS, Nealson KH, Stucky G, Nadeau JL: Quantum dots as strain- and metabolism-specific microbiological labels. Appl Environ Microbiol. 2003, 69: 4205-4213. 10.1128/AEM.69.7.4205-4213.2003.
De Farias PMA, Santos BS, De Menezes FD, Ferreira RD, Barjas-Castro MD, Castro V, Lima PRM, Fontes A, Cesar CL: Core-shell CdS/Cd(OH)(2) quantum dots: synthesis and bioconjugation to target red cells antigens. J Microsc. 2005, 219: 103-108. 10.1111/j.1365-2818.2005.01501.x.
Derfus AM, Chan WCW, Bhatia SN: Intracellular delivery of quantum dots for live cell labeling and organelle tracking. Advanced Materials. 2004, 16: 961-966. 10.1002/adma.200306111.
Choi Y, Kim HP, Hong SM, Ryu JY, Han SJ, Song R: In situ visualization of gene expression using polymer-coated quantum-dot-DNA conjugates. Small. 2009, 5: 2085-2091. 10.1002/smll.200900116.
Xing Y, Chaudry Q, Shen C, Kong KY, Zhau HE, WChung L, Petros JA, O'Regan RM, Yezhelyev MV, Simons JW, Wang MD, Nie S: Bioconjugated quantum dots for multiplexed and quantitative immunohistochemistry. Nature Protoc. 2007, 2: 1152-1165. 10.1038/nprot.2007.107.
Lee J, Choi Y, Kim J, Park E, Song R: positively charged compact quantum dot-DNA complexes for detection of nucleic acids. Chemphyschem. 2009, 10: 806-811. 10.1002/cphc.200800504.
Tokumasu F, Fairhurst RM, Ostera GR, Brittain NJ, Hwang J, Wellems TE, Dvorak JA: Band 3 modifications in Plasmodium falciparum-infected AA and CC erythrocytes assayed by autocorrelation analysis using quantum dots. J Cell Sci. 2005, 118: 1091-1098. 10.1242/jcs.01662.
Lee J, Kim J, Park E, Jo S, Song R: PEG-ylated cationic CdSe/ZnS QDs as an efficient intracellular labeling agent. Physical Chemistry Chemical Physics. 2008, 10: 1739-1742.
Gao XH, Cui YY, Levenson RM, Chung LWK, Nie SM: In vivo cancer targeting and imaging with semiconductor quantum dots. Nature Biotech. 2004, 22: 969-976. 10.1038/nbt994.
Wu XY, Liu HJ, Liu JQ, Haley KN, Treadway JA, Larson JP, Ge NF, Peale F, Bruchez MP: Immunofluorescent labeling of cancer marker Her2 and other cellular targets with semiconductor quantum dots. Nature Biotech. 2003, 21: 41-46. 10.1038/nbt764.
Makler MT, Ries JM, Williams JA, Bancroft JE, Piper RC, Gibbins BL, Hinrichs DJ: Parasite lactate dehydrogenase as an assay for Plasmodium falciparum drug sensitivity. Am J Trop Med Hyg. 1993, 48: 739-741.
Skinner TS, Manning LS, Johnston WA, Davis TM: In vitro stage-specific sensitivity of Plasmodium falciparum to quinine and artemisinin drugs. Int J Parasitol. 1996, 26: 519-525. 10.1016/0020-7519(96)89380-5.
Michalet X, Pinaud FF, Bentolila LA, Tsay JM, Doose S, Li JJ, Sundaresan G, Wu AM, Gambhir SS, Weiss S: Quantum dots for live cells, in vivo imaging, and diagnostics. Science. 2005, 307: 538-544. 10.1126/science.1104274.
Medintz IL, Uyeda HT, Goldman ER, Mattoussi H: Quantum dot bioconjugates for imaging, labelling and sensing. Nat Mater. 2005, 4: 435-446. 10.1038/nmat1390.
We would like to thank Eunhye Kim for regular mycoplasma testing of P. falciparum cultures. This work was supported by a Korea Research Foundation Grant funded by the Korean Government (MEST) (No. K20701001656-10E0100-07800) and by the Korea Science and Engineering Foundation (KOSEF) through its National R&D Program (No. 2010-0019107).
The authors declare that they have no competing interests.
MK carried out FACS analysis, performed the chloroquine dose-response assay and drafted the manuscript. FMD performed pLDH assay, designed and participated in chloroquine dose-response assay. CBM carried out IFA and participated in chloroquine dose-response assay. JR and YC prepared PCQD including QDs with different chemical coatings. MK, FMD and CBM completed the final version of the manuscript. RS and LH approved the final manuscript. All authors read and approved the final manuscript.
Min-Je Ku, Fernando M Dossin, Youngseon Choi contributed equally to this work.
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Ku, MJ., Dossin, F.M., Choi, Y. et al. Quantum dots: a new tool for anti-malarial drug assays. Malar J 10, 118 (2011). https://doi.org/10.1186/1475-2875-10-118
- Infected Erythrocyte
- Parasite Life Cycle
- Infected RBCs
- Falciparum Culture