Abstract
The simian parasite Plasmodium knowlesi is now the commonest cause of malaria in Malaysia and can rapidly cause severe and fatal malaria. However, microscopic misdiagnosis of Plasmodium species is common, rapid antigen detection tests remain insufficiently sensitive and confirmation of P. knowlesi requires polymerase chain reaction (PCR). Thus available point-of-care diagnostic tests are inadequate. This study reports the development of a simple, sensitive, colorimetric, high-throughput loop-mediated isothermal amplification assay (HtLAMP) diagnostic test using novel primers for the detection of P. knowlesi. This assay is able to detect 0.2 parasites/μL, and compared with PCR has a sensitivity of 96% for the detection of P. knowlesi, making it a potentially field-applicable point-of-care diagnostic tool.
Human infection with the simian malarial parasite, Plasmodium knowlesi results from transmission from long-tailed and pig-tailed macaques, via the Anopheles leucosphyrus mosquito vector,1 and has been documented in all countries of southeast Asia, except Laos and Timor Leste.1 In Sabah, Malaysia, while the total number of reported malaria cases has decreased since 1992, the absolute number and proportion due to P. knowlesi have increased significantly such that in 2013, 62% of malaria notifications were due to P. knowlesi, making it the most common cause of malaria in this region.2
Plasmodium knowlesi malaria is difficult to diagnose by conventional microscopy. Ring and trophozoite stages of P. knowlesi appear morphologically very similar to both Plasmodium falciparum and Plasmodium malariae.1 Microscopy has been found to be unreliable for diagnosing P. knowlesi in regions where it coexists with P. falciparum and Plasmodium vivax,3,4 resulting in inappropriate or delayed administration of antimalarial treatment. Although high parasitemia has been found to predict severe disease, symptomatic disease frequently occurs at low parasitemia.5,6 There are currently no P. knowlesi-specific rapid diagnostic tests (RDTs), and those based on parasite lactate dehydrogenase (pLDH) and aldolase have been shown to be inadequately sensitive for clinical diagnosis.4,7 Of concern, Grigg and others reported that for the 31% of P. knowlesi malaria patients with parasitemia < 1,000 parasites/μL, pLDH-based RDTs had a sensitivity of only 12%.7
Currently, definitive diagnosis of P. knowlesi infection relies on polymerase chain reaction (PCR) performed retrospectively in reference laboratories. Tests that have been reported include nested PCR assays targeting either the 18S ribosomal small subunit8 or the cytochrome b mitochondrial gene.9 Assays have been configured as single-step PCR,10 real-time PCR,11 multiplex PCR,12 or semi-nested multiplex PCR.13 However, due to its cost and requirements for infrastructure and technical expertise, PCR remains a reference laboratory confirmation tool and is generally inaccessible in regional health-care facilities, making it unsuitable as a point-of-care diagnostic tool. Of the alternative molecular technologies, loop-mediated isothermal amplification (LAMP) offers much potential as a field-applicable molecular diagnostic tool. Of the two published P. knowlesi-specific LAMP assays, primers targeting the beta tubulin gene using a Loopamp kit (Eiken Chemical Co. Ltd., Tokyo, Japan) are yet to be validated in human clinical samples.14 A LAMP assay targeting the P. knowlesi apical membrane antigen-1 reported a sensitivity of 100% and specificity of 98% in 74 clinical samples.15 However, it required post-amplification addition of SYBR (Invitrogen, Carlsbad, CA) which risks contamination. Although it has been recommended that LAMP be reserved for surveillance rather than point-of-care diagnostics, in view of the difficulties associated with the identification of P. knowlesi using microscopy and RDTs, there is a pressing need for developing point-of-care diagnostic alternatives for the diagnosis of P. knowlesi infection.
This report describes a sensitive, high-throughput, colorimetric, field-applicable LAMP assay targeting a mitochondrial gene that can detect P. knowlesi infection at low parasitemia.
Novel LAMP primers (Pk101) targeting a Plasmodium mitochondrial gene (Table 1 ) were designed based on modification of previously designed P. vivax LAMP primers.16 Dried blood spot (DBS) samples from patients with PCR-confirmed malaria caused by P. knowlesi (N = 25; median parasitemia 1,541 parasites/μL; range 75–95, 456), P. vivax (N = 15; median parasitemia 4,630 parasites/μL; range 441–110, 460), mixed P. knowlesi/P. vivax (N = 1; parasitemia 5,767 parasites/μL), P. falciparum (N = 4; median parasitemia 92,938 parasites/μL; range 11,024–362,420), and P. malariae (N = 1; parasitemia 3,354 parasites/μL) were used to validate the primers. These patients (N = 46) were a subset of patients enrolled in prospective clinical studies, with ethics approval granted by the Malaysian Medical Research Ethics Committee and Menzies School of Health Research, Australia, conducted in Kota Marudu district, Sabah, Malaysia.6,17 Approximately 20 μL DBS were prepared from symptomatic patients presenting to the district hospital with a diagnosis of malaria infection by microscopy. Multiplex PCR was performed as described18 on DNA extracted using the Qiagen© DNA mini kit (Qiagen, Australia) from clinical samples to identify Plasmodium genus and human-only species (P. falciparum, P. vivax, Plasmodium ovale, and P. malariae), and nested PCR as described8 was used for identifying P. knowlesi. High-throughput loop-mediated isothermal amplification assay (HtLAMP) was performed on DNA extracted from DBS using a modified chelex protocol.19 Briefly, 6 mm DBS samples were incubated in 1 mL of 0.5% saponin in phosphate buffered saline (PBS) for 2 hours at 37°C, centrifuged, washed in PBS, heated at 98°C for 30 minutes in 150 μL of 6% chelex, and centrifuged at 4,000 rpm for 3 minutes. The resultant 100 μL supernatant was stored at −20°C.
Table 1.
Abbreviation | Primer sequence |
---|---|
F3 | GGTACTGGATGGACTTTATAT |
B3 | GGTAATGTCAATAATAACATTACAG |
LF | GATTACATCTACTGCAACAGG |
LB | CTACTGTAATGCATTTAAGATC |
FIP | CCAGACACTAAAAGACCAATCCACCATTGAGTACATCACT |
BIP | GCTAGTATTATGTCTTCTTTCACTTAGTATACCAAGTGTTAAACC |
LAMP = loop-mediated isothermal amplification.
To determine the limit of detection (LOD) of the assay, a PCR-confirmed P. knowlesi sample with a parasitemia determined by microscopy by two expert microscopists was diluted in Plasmodium-negative whole blood to produce a dilution series with parasitemia ranging from 2,000, 200, 20, 2, and 0.2 parasites/μL. The DNA from these samples was extracted using Qiagen© DNA mini kit (Qiagen, Australia) and tested in duplicate in the HtLAMP platform using Pk101 primers (HtLAMP-Pk) and published14,15 P. knowlesi primers (HtLAMP-Pk Iseki and HtLAMP-Pk Lau). HtLAMP-Pk was performed on clinical samples of P. knowlesi (N = 8), P. falciparum (N = 1), P. vivax (N = 2), P. ovale (N = 1), and P. malariae (N = 1) to determine species specificity of the primers. HtLAMP reactions were performed in 25 μL total volume containing 1× buffer (20 mM Tris HCl pH 8.8, 10 mM KCl, 8 mM MgSO4, 10 mM (NH4)SO4), 1.25 mM each deoxyribonucleoside triphosphate, 1.78 μM each of forward inner primer/backward inner primer, 0.8 μM each of loop forward primer/loop backward primer, 0.2 μM each of forward outer primer/backward outer primer), 120 μM hydroxynaphthol blue (Fluka, Sigma-Aldrich, Australia, CAS number 63451-35-4), 8 units Bst polymerase (New England Biolabs, Ipswich, MA), and 5 μL of DNA. The HtLAMP-Pk assay was done in a 96-well microtitre plate, incubated in a water bath at 65°C for 30 minutes, the resultant color change and precipitate recorded visually and confirmed using a portable photo spectrometer at 600 nm with a turnaround time of 6 hours, as previously described.19 A blue color change with a visible precipitate was a positive result, and purple color without a precipitate was a negative result. PCR was used as the gold standard to calculate the sensitivity and specificity of HtLAMP-Pk. The performance of HtLAMP in a resource-limited setting had previously been validated in a district hospital laboratory in Sabah.19
The HtLAMP-Pk assay had a LOD of 0.2 parasites/μL, compared with 200–2,000 parasites/μL for HtLAMP-Pk Iseki and 20–2,000 parasites/μL for HtLAMP-Pk Lau (Table 2 ). It is postulated that the HtLAMP-Pk primers are considerably more sensitive than the other published primers due to the high copy number of the target mitochondrial gene. The HtLAMP-Pk assay did not cross-react with P. falciparum, P. malariae, and P. ovale but did cross-react with P. vivax. However, the HtLAMP-Pk assay was more sensitive (96%, N = 25/26) for the detection of P. knowlesi compared with a cross-reacting P. vivax HtLAMP assay16 (sensitivity 42%, N = 11/26) and HtLAMP-Pk Iseki14 (sensitivity 81%, N = 21/26) (Table 3 ). The HtLAMP assay, validated in a district hospital laboratory in Kota Marudu, Sabah, Malaysia, was able to be performed in a resource-limited setting with chelex-extracted DNA from DBS samples, using a water bath, centrifuge, and portable photospectrometer.19
Table 2.
P. knowlesi parasitemia (parasites/μL) | HtLAMP-Pk | HtLAMP-Iseki | HtLAMP-Lau |
---|---|---|---|
2,000 | Positive | Positive | Positive |
200 | Positive | Positive* | Positive* |
20 | Positive | Negative | Positive* |
2 | Positive | Negative | Negative |
0.2 | Positive | Negative | Negative |
0 | Negative | Negative | Negative |
HtLAMP = high-throughput loop-mediated isothermal amplification; LAMP = loop-mediated isothermal amplification; LOD = limit of detection. “Positive” values indicate dilutions for which both duplicates were positive by HtLAMP, “Positive*” indicates samples with a single positive HtLAMP result, and “Negative” indicates samples for which both duplicates were negative by HtLAMP.
Table 3.
Sensitivity (N = 26) | Specificity (N = 20) | Specificity, excluding Plasmodium vivax (N = 5) | |
---|---|---|---|
HtLAMP-Pk | 96% (25), 95% CI 80–99 | 30% (6), 95% CI 12–54 | 100% (5) 95% CI 48–100 |
HtLAMP-Pk Iseki | 81% (21), 95% CI 61–93 | 100% (20), 95% CI 83–100 | – |
HtLAMP-Pv | 42% (11), 95% CI 23–63 | 30% (6), 95% CI 12–54 | – |
CI = confidence interval; DBS = dried blood spot; HtLAMP = high-throughput loop-mediated isothermal amplification; LAMP = loop-mediated isothermal amplification; PCR = polymerase chain reaction. The diagnostic accuracy of HtLAMP using three different LAMP primers was compared with PCR on DBS samples that were PCR positive for Plasmodium knowlesi (N = 26) and PCR negative for P. knowlesi (N = 20).
The main limitation of the HtLAMP-Pk assay is the cross-reactivity with P. vivax, which resulted in a low species specificity. Given the 97% sequence identity between these species at this mitochondrial target, it may be challenging to further modify primer sets for this target site to improve species specificity. Although artemisinin combination therapy is an effective treatment for both of these Plasmodium species,17 P. vivax infection would need to be confirmed and glucose-6-phosphate dehydrogenase deficiency should be excluded before the administration of primaquine. Furthermore, the LOD of HtLAMP-Pk on chelex-extracted DNA is yet to be determined. The diagnostic sensitivity of the HtLAMP-Pk assay also requires further validation in a larger set of samples from both microscopy positive and negative, and symptomatic and asymptomatic patients with P. knowlesi malaria to establish a possible role for the assay as a test for detecting low level parasitemia in cross-sectional surveys. This is warranted due to evidence of significant asymptomatic, submicroscopic P. knowlesi carriage amongst household contacts of symptomatic patients.20 In addition, although the HtLAMP platform performed in a resource-limited laboratory setting demonstrated good diagnostic capability for identifying Plasmodium genus, P. falciparum,19 P. vivax,16 and P. knowlesi (using HtLAMP-Pk Iseki, data not shown), identification of P. knowlesi using the more analytically sensitive HtLAMP-Pk assay is yet to be similarly validated.
Nevertheless, it is well recognized that P. knowlesi parasitemia can rise rapidly and cause severe disease. Given the diagnostic limitations of currently available tests, there is a need to develop more sensitive diagnostic tools to facilitate early identification of infection with this parasite. Although microscopy may be the main stay of diagnosis for individual symptomatic patients, albeit without specificity,3 the HtLAMP-Pk assay offers a good analytical sensitivity, rapid turnaround time, capability of the platform to be performed in resource-limited settings, and potential for high throughput when multiple samples require testing. Therefore, with further refinement and validation, HtLAMP-Pk may have a potential role to play as a diagnostic tool for early detection of P. knowlesi in resource-limited settings.
ACKNOWLEDGMENTS
We thank Kim Piera (Menzies School of Health Research) for providing the P. knowlesi dilution series and sample shipments.
Footnotes
Financial support: Malaysian Ministry of Health (Grant no. BP00500420), AusAlD Asia-Pacific Malaria Elimination Network (Grant no. 108-07), Australian National Health and Medical Research Council (Program grant no. 1037304, Project Grant no. 1045156, Practitioner fellowship to NMA no. 1042072 and JSM no. 1041802, scholarship to SB no. 1055410 and MJG no. 1074795) and Queensland Health Research Fellowship to JSM.
Authors' addresses: Sumudu Britton and James S. McCarthy, Clinical Tropical Medicine, QIMR Berghofer Medical Research Institute, Brisbane, Australia, and School of Medicine, University of Queensland, Brisbane, Australia, E-mails: sumudu.britton@qimrberghofer.edu.au and j.mccarthy@uq.edu.au. Qin Cheng, Department of Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia, E-mail: qin.cheng@defence.org.au. Matthew J. Grigg and Nick M. Anstey, Global Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, Australia, E-mails: matthew.grigg@menzies.edu.au and nicholas.anstey@menzies.edu.au. Timothy William, Clinical Research Center, Queen Elizabeth Hospital, Kota Kinabalu, Sabah, Malaysia, and Infectious Diseases, Jesselton Medical Centre, Kota Kinabalu, Sabah, Malaysia, E-mail: tim7008@gmail.com.
References
- 1.Singh B, Daneshvar C. Human infections and detection of Plasmodium knowlesi. Clin Microbiol Rev. 2013;26:165–184. doi: 10.1128/CMR.00079-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.William T, Jelip J, Menon J, Anderios F, Mohammad R, Awang Mohammad TA, Grigg MJ, Yeo TW, Anstey NM, Barber BE. Changing epidemiology of malaria in Sabah, Malaysia: increasing incidence of Plasmodium knowlesi. Malar J. 2014;13:390. doi: 10.1186/1475-2875-13-390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Barber BE, William T, Grigg MJ, Yeo TW, Anstey NM. Limitations of microscopy to differentiate Plasmodium species in a region co-endemic for Plasmodium falciparum, Plasmodium vivax, and Plasmodium knowlesi. Malar J. 2013;12:8. doi: 10.1186/1475-2875-12-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Barber BE, William T, Grigg MJ, Piera K, Yeo TW, Anstey NM. Evaluation of the sensitivity of a pLDH-based and an aldolase-based rapid diagnostic test for diagnosis of uncomplicated and severe malaria caused by PCR-confirmed Plasmodium knowlesi, Plasmodium falciparum, and Plasmodium vivax. J Clin Microbiol. 2013;51:1118–1123. doi: 10.1128/JCM.03285-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.William T, Menon J, Rajahram G, Chan L, Ma G, Donaldson S, Khoo S, Frederick C, Jelip J, Anstey NM, Yeo TW. Severe Plasmodium knowlesi malaria in a tertiary care hospital, Sabah, Malaysia. Emerg Infect Dis. 2011;17:1248–1255. doi: 10.3201/eid.1707.101017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Barber BE, William T, Grigg MJ, Menon J, Auburn S, Marfurt J, Anstey NM, Yeo TW. A prospective comparative study of knowlesi, falciparum, and vivax malaria in Sabah, Malaysia: high proportion with severe disease from Plasmodium knowlesi and Plasmodium vivax but no mortality with early referral and artesunate therapy. Clin Infect Dis. 2013;56:383–397. doi: 10.1093/cid/cis902. [DOI] [PubMed] [Google Scholar]
- 7.Grigg MJ, William T, Barber BE, Parameswaran U, Bird E, Piera K, Aziz A, Dhanaraj P, Yeo TW, Anstey NM. Combining parasite lactate dehydrogenase-based and histidine-rich protein 2-based rapid tests to improve specificity for diagnosis of malaria due to Plasmodium knowlesi and other Plasmodium species in Sabah, Malaysia. J Clin Microbiol. 2014;52:2053–2060. doi: 10.1128/JCM.00181-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Imwong M, Tanomsing N, Pukrittayakamee S, Day NP, White NJ, Snounou G. Spurious amplification of a Plasmodium vivax small-subunit RNA gene by use of primers currently used to detect Plasmodium knowlesi. J Clin Microbiol. 2009;47:4173–4175. doi: 10.1128/JCM.00811-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Putaporntip C, Buppan P, Jongwutiwes S. Improved performance with saliva and urine as alternative DNA sources for malaria diagnosis by mitochondrial DNA-based PCR assays. Clin Microbiol Infect. 2011;17:1484–1491. doi: 10.1111/j.1469-0691.2011.03507.x. [DOI] [PubMed] [Google Scholar]
- 10.Lucchi NW, Poorak M, Oberstaller J, DeBarry J, Srinivasamoorthy G, Goldman I, Xayavong M, da Silva AJ, Peterson DS, Barnwell JW, Kissinger J, Udhayakumar V. A new single-step PCR assay for the detection of the zoonotic malaria parasite Plasmodium knowlesi. PLoS One. 2012;7:e31848. doi: 10.1371/journal.pone.0031848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Divis PC, Shokoples SE, Singh B, Yanow SK. A TaqMan real-time PCR assay for the detection and quantitation of Plasmodium knowlesi. Malar J. 2010;9:344. doi: 10.1186/1475-2875-9-344. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Reller ME, Chen WH, Dalton J, Lichay MA, Dumler JS. Multiplex 5′ nuclease quantitative real-time PCR for clinical diagnosis of malaria and species-level identification and epidemiologic evaluation of malaria-causing parasites, including Plasmodium knowlesi. J Clin Microbiol. 2013;51:2931–2938. doi: 10.1128/JCM.00958-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Van Hong N, van den Eede P, Van Overmeir C, Vythilingham I, Rosanas-Urgell A, Vinh Thanh P, Thang ND, Hung NM, Hung le X, D'Alessandro U, Erhart A. A modified semi-nested multiplex malaria PCR (SnM-PCR) for the identification of the five human Plasmodium species occurring in southeast Asia. Am J Trop Med Hyg. 2013;89:721–723. doi: 10.4269/ajtmh.13-0027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Iseki H, Kawai S, Takahashi N, Hirai M, Tanabe K, Yokoyama N, Igarashi I. Evaluation of a loop-mediated isothermal amplification method as a tool for diagnosis of infection by the zoonotic simian malaria parasite Plasmodium knowlesi. J Clin Microbiol. 2010;48:2509–2514. doi: 10.1128/JCM.00331-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lau YL, Fong MY, Mahmud R, Chang PY, Palaeya V, Cheong FW, Chin LC, Anthony CN, Al-Mekhlafi AM, Chen Y. Specific, sensitive, and rapid detection of human Plasmodium knowlesi infection by loop-mediated isothermal amplification (LAMP) in blood samples. Malar J. 2011;10:197. doi: 10.1186/1475-2875-10-197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Britton S, Cheng Q, Grigg MJ, Poole CB, Pasay C, William T, Fornace K, Anstey NM, Sutherland CJ, Drakeley C, McCarthy JS. Sensitive detection of Plasmodium vivax using a high-throughput, colourimetric loop mediated isothermal amplification (HtLAMP) platform: a potential novel tool for malaria elimination. PLoS Negl Trop Dis. 2016;10:e0004443. doi: 10.1371/journal.pntd.0004443. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Grigg MJ, William T, Menon J, Dhanaraj P, Barber BE, Wilkes CS, von Seidlein L, Rajahram GS, Pasay C, McCarthy JS, Price RN, Anstey NM, Yeo TW. Artesunate-mefloquine versus chloroquine for treatment of uncomplicated Plasmodium knowlesi malaria in Malaysia (ACT KNOW): an open-label, randomised controlled trial. Lancet Infect Dis. 2016;16:180–188. doi: 10.1016/S1473-3099(15)00415-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Padley D, Moody AH, Chiodini PL, Saldanha J. Use of a rapid, single-round, multiplex PCR to detect malarial parasites and identify the species present. Ann Trop Med Parasitol. 2003;97:131–137. doi: 10.1179/000349803125002977. [DOI] [PubMed] [Google Scholar]
- 19.Britton S, Cheng Q, Sutherland CJ, McCarthy JS. A simple, high-throughput, colourimetric, field applicable loop-mediated isothermal amplification (HtLAMP) assay for malaria elimination. Malar J. 2015;14:335. doi: 10.1186/s12936-015-0848-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Fornace KM, Nuin NA, Betson M, Grigg MJ, William T, Anstey NM, Yeo TW, Cox J, Ying LT, Drakeley CJ. Asymptomatic and submicroscopic carriage of Plasmodium knowlesi malaria in household and community members of clinical cases in Sabah, Malaysia. J Infect Dis. 2016;213:784–787. doi: 10.1093/infdis/jiv475. [DOI] [PMC free article] [PubMed] [Google Scholar]