Skip to main content
Top
Published in: Malaria Journal 1/2021

Open Access 01-12-2021 | Malaria | Research

Towards the use of a smartphone imaging-based tool for point-of-care detection of asymptomatic low-density malaria parasitaemia

Authors: Ashlee J. Colbert, Katrina Co, Giselle Lima-Cooper, Dong Hoon Lee, Katherine N. Clayton, Steven T. Wereley, Chandy C. John, Jacqueline C. Linnes, Tamara L. Kinzer-Ursem

Published in: Malaria Journal | Issue 1/2021

Login to get access

Abstract

Background

Globally, there are over 200 million cases of malaria annually and over 400,000 deaths. Early and accurate detection of low-density parasitaemia and asymptomatic individuals is key to achieving the World Health Organization (WHO) 2030 sustainable development goals of reducing malaria-related deaths by 90% and eradication in 35 countries. Current rapid diagnostic tests are neither sensitive nor specific enough to detect the low parasite concentrations in the blood of asymptomatic individuals.

Methods

Here, an imaging-based sensing technique, particle diffusometry (PD), is combined with loop mediated isothermal amplification (LAMP) on a smartphone-enabled device to detect low levels of parasitaemia often associated with asymptomatic malaria. After amplification, PD quantifies the Brownian motion of fluorescent nanoparticles in the solution during a 30 s video taken on the phone. The resulting diffusion coefficient is used to detect the presence of Plasmodium DNA amplicons. The coefficients of known negative samples are compared to positive samples using a one-way ANOVA post-hoc Dunnett’s test for confirmation of amplification.

Results

As few as 3 parasite/µL of blood was detectable in 45 min without DNA extraction. Plasmodium falciparum parasites were detected from asymptomatic individuals’ whole blood samples with 89% sensitivity and 100% specificity when compared to quantitative polymerase chain reaction (qPCR).

Conclusions

PD-LAMP is of value for the detection of low density parasitaemia especially in areas where trained personnel may be scarce. The demonstration of this smartphone biosensor paired with the sensitivity of LAMP provides a proof of concept to achieve widespread asymptomatic malaria testing at the point of care.
Appendix
Available only for authorised users
Literature
1.
go back to reference WHO. World malaria report 2019. Geneva: World Health Organization; 2019. WHO. World malaria report 2019. Geneva: World Health Organization; 2019.
2.
go back to reference WHO. World malaria report 2018. Geneva: World Health Organization; 2018. WHO. World malaria report 2018. Geneva: World Health Organization; 2018.
3.
go back to reference Reboud J, Xu G, Garrett A, Adriko M, Yang Z, Tukahebwa EM, et al. Paper-based microfluidics for DNA diagnostics of malaria in low resource underserved rural communitie. Proc Natl Acad Sci USA. 2018;116:4834–42.CrossRef Reboud J, Xu G, Garrett A, Adriko M, Yang Z, Tukahebwa EM, et al. Paper-based microfluidics for DNA diagnostics of malaria in low resource underserved rural communitie. Proc Natl Acad Sci USA. 2018;116:4834–42.CrossRef
4.
go back to reference WHO/ICO Information Centre on HPV and Cervical Cancer. HPV and cervical cancer in the 2007 report. Vaccine. 2007;25(Suppl 3). WHO/ICO Information Centre on HPV and Cervical Cancer. HPV and cervical cancer in the 2007 report. Vaccine. 2007;25(Suppl 3).
5.
go back to reference Roth JM, Korevaar DA, Leeflang MMG, Mens PF. Molecular malaria diagnostics: a systematic review and meta-analysis. Crit Rev Clin Lab Sci. 2016;53:87–105.PubMedCrossRef Roth JM, Korevaar DA, Leeflang MMG, Mens PF. Molecular malaria diagnostics: a systematic review and meta-analysis. Crit Rev Clin Lab Sci. 2016;53:87–105.PubMedCrossRef
6.
go back to reference Birhanie M, Tessema B, Ferede G, Endris M, Enawgaw B. Malaria, typhoid fever, and their coinfection among febrile patients at a rural health center in northwest Ethiopia: a cross-sectional study. Adv Med. 2014;2014: 531074.PubMedPubMedCentralCrossRef Birhanie M, Tessema B, Ferede G, Endris M, Enawgaw B. Malaria, typhoid fever, and their coinfection among febrile patients at a rural health center in northwest Ethiopia: a cross-sectional study. Adv Med. 2014;2014: 531074.PubMedPubMedCentralCrossRef
7.
go back to reference Males S, Gaye O, Garcia A. Long-term asymptomatic carriage of Plasmodium falciparum protects from malaria attacks: a prospective study among Senegalese children. Clin Infect Dis. 2008;46:516–22.PubMedCrossRef Males S, Gaye O, Garcia A. Long-term asymptomatic carriage of Plasmodium falciparum protects from malaria attacks: a prospective study among Senegalese children. Clin Infect Dis. 2008;46:516–22.PubMedCrossRef
8.
go back to reference Singh R, Godson II, Singh S, Singh RB, Isyaku NT, Ebere UV. High prevalence of asymptomatic malaria in apparently healthy schoolchildren in Aliero, Kebbi state, Nigeria. J Vector Borne Dis. 2014;51:128–32.PubMed Singh R, Godson II, Singh S, Singh RB, Isyaku NT, Ebere UV. High prevalence of asymptomatic malaria in apparently healthy schoolchildren in Aliero, Kebbi state, Nigeria. J Vector Borne Dis. 2014;51:128–32.PubMed
9.
go back to reference Villalta F, Flores-Valdez MA, Yu X, Feng Y, Borgman S. Asymptomatic malaria in school children and evaluation of the performance characteristics of the Partec Cyscope® in the Mount Cameroon region. J Bacteriol Parasitol. 2012;3:7. Villalta F, Flores-Valdez MA, Yu X, Feng Y, Borgman S. Asymptomatic malaria in school children and evaluation of the performance characteristics of the Partec Cyscope® in the Mount Cameroon region. J Bacteriol Parasitol. 2012;3:7.
10.
go back to reference Gbalégba CGN, Ba H, Silué KD, Ba O, Tia E, Chouaibou M, et al. Distribution of Plasmodium spp. infection in asymptomatic carriers in perennial and low seasonal malaria transmission settings in west Africa. Infect Dis Poverty. 2018;7:39.PubMedPubMedCentralCrossRef Gbalégba CGN, Ba H, Silué KD, Ba O, Tia E, Chouaibou M, et al. Distribution of Plasmodium spp. infection in asymptomatic carriers in perennial and low seasonal malaria transmission settings in west Africa. Infect Dis Poverty. 2018;7:39.PubMedPubMedCentralCrossRef
11.
go back to reference Chen I, Clarke SE, Gosling R, Hamainza B, Killeen G, Magill A, et al. “Asymptomatic” malaria: a chronic and debilitating infection that should be treated. PLoS Med. 2016;13: e1001942.PubMedPubMedCentralCrossRef Chen I, Clarke SE, Gosling R, Hamainza B, Killeen G, Magill A, et al. “Asymptomatic” malaria: a chronic and debilitating infection that should be treated. PLoS Med. 2016;13: e1001942.PubMedPubMedCentralCrossRef
12.
go back to reference Kolluri N, Klapperich CM, Cabodi M. Towards lab-on-a-chip diagnostics for malaria elimination. Lab Chip. 2018;18:75–94.CrossRef Kolluri N, Klapperich CM, Cabodi M. Towards lab-on-a-chip diagnostics for malaria elimination. Lab Chip. 2018;18:75–94.CrossRef
13.
go back to reference Bousema T, Okell L, Felger I, Drakeley C. Asymptomatic malaria infections: detectability, transmissibility and public health relevance. Nat Rev Microbiol. 2014;12:833–40.PubMedCrossRef Bousema T, Okell L, Felger I, Drakeley C. Asymptomatic malaria infections: detectability, transmissibility and public health relevance. Nat Rev Microbiol. 2014;12:833–40.PubMedCrossRef
14.
go back to reference Safavieh M, Ahmed MU, Ng A, Zourob M. High-throughput real-time electrochemical monitoring of LAMP for pathogenic bacteria detection. Biosens Bioelectron. 2014;58:101–6.PubMedCrossRef Safavieh M, Ahmed MU, Ng A, Zourob M. High-throughput real-time electrochemical monitoring of LAMP for pathogenic bacteria detection. Biosens Bioelectron. 2014;58:101–6.PubMedCrossRef
15.
go back to reference Wongsrichanalai C, Barcus MJ, Muth S, Sutamihardja A, Wernsdorfer WH. A review of malaria diagnostic tools: microscopy and rapid diagnostic test (RDT). Am J Trop Med Hyg. 2007;77:119–27.PubMedCrossRef Wongsrichanalai C, Barcus MJ, Muth S, Sutamihardja A, Wernsdorfer WH. A review of malaria diagnostic tools: microscopy and rapid diagnostic test (RDT). Am J Trop Med Hyg. 2007;77:119–27.PubMedCrossRef
16.
go back to reference Sirichaisinthop J, Buates S, Watanabe R, Han ET, Suktawonjaroenpon W, Krasaesub S, et al. Evaluation of loop-mediated isothermal amplification (LAMP) for malaria diagnosis in a field setting. Am J Trop Med Hyg. 2011;85:594–6.PubMedPubMedCentralCrossRef Sirichaisinthop J, Buates S, Watanabe R, Han ET, Suktawonjaroenpon W, Krasaesub S, et al. Evaluation of loop-mediated isothermal amplification (LAMP) for malaria diagnosis in a field setting. Am J Trop Med Hyg. 2011;85:594–6.PubMedPubMedCentralCrossRef
17.
go back to reference Milne LM, Kyi MS, Chiodini PL, Malaria PHLS, Warhurst DC. Accuracy of routine laboratory diagnosis of malaria in the United Kingdom. J Clin Pathol. 1994;47:740–2.PubMedPubMedCentralCrossRef Milne LM, Kyi MS, Chiodini PL, Malaria PHLS, Warhurst DC. Accuracy of routine laboratory diagnosis of malaria in the United Kingdom. J Clin Pathol. 1994;47:740–2.PubMedPubMedCentralCrossRef
18.
go back to reference Hänscheid T, Grobusch MP. How useful is PCR in the diagnosis of malaria? Trends Parasitol. 2002;18:395–8.PubMedCrossRef Hänscheid T, Grobusch MP. How useful is PCR in the diagnosis of malaria? Trends Parasitol. 2002;18:395–8.PubMedCrossRef
19.
go back to reference Ndao M, Bandyayera E, Kokoskin E, Gyorkos TW, Dick Maclean J, Ward BJ. Comparison of blood smear, antigen detection, and nested-PCR methods for screening refugees from regions where malaria is endemic after a malaria outbreak in Quebec. Canada J Clin Microbiol. 2004;42:2694–700.PubMedCrossRef Ndao M, Bandyayera E, Kokoskin E, Gyorkos TW, Dick Maclean J, Ward BJ. Comparison of blood smear, antigen detection, and nested-PCR methods for screening refugees from regions where malaria is endemic after a malaria outbreak in Quebec. Canada J Clin Microbiol. 2004;42:2694–700.PubMedCrossRef
20.
go back to reference Stemple CC, Angus SV, Park TS, Yoon J-Y. Smartphone-based optofluidic lab-on-a-chip for detecting pathogens from blood. J Lab Autom. 2014;19:35–41.PubMedCrossRef Stemple CC, Angus SV, Park TS, Yoon J-Y. Smartphone-based optofluidic lab-on-a-chip for detecting pathogens from blood. J Lab Autom. 2014;19:35–41.PubMedCrossRef
21.
go back to reference Das S, Jang IK, Barney B, Peck R, Rek JC, Arinaitwe E, et al. Performance of a high-sensitivity rapid diagnostic test for Plasmodium falciparum malaria in asymptomatic individuals from Uganda and Myanmar and naive human challenge infections. Am J Trop Med Hyg. 2017;97:1540–50.PubMedPubMedCentralCrossRef Das S, Jang IK, Barney B, Peck R, Rek JC, Arinaitwe E, et al. Performance of a high-sensitivity rapid diagnostic test for Plasmodium falciparum malaria in asymptomatic individuals from Uganda and Myanmar and naive human challenge infections. Am J Trop Med Hyg. 2017;97:1540–50.PubMedPubMedCentralCrossRef
22.
go back to reference Jimenez A, Rees-Channer RR, Perera R, Gamboa D, Chiodini PL, González IJ, et al. Analytical sensitivity of current best-in-class malaria rapid diagnostic tests. Malar J. 2017;16:128.PubMedPubMedCentralCrossRef Jimenez A, Rees-Channer RR, Perera R, Gamboa D, Chiodini PL, González IJ, et al. Analytical sensitivity of current best-in-class malaria rapid diagnostic tests. Malar J. 2017;16:128.PubMedPubMedCentralCrossRef
23.
go back to reference Modak SS, Barber CA, Geva E, Abrams WR, Malamud D, Serge Y, et al. Rapid point-of-care isothermal amplification assay for the detection of malaria without nucleic acid purification. Infect Dis (Aukl). 2016;9:1–9. Modak SS, Barber CA, Geva E, Abrams WR, Malamud D, Serge Y, et al. Rapid point-of-care isothermal amplification assay for the detection of malaria without nucleic acid purification. Infect Dis (Aukl). 2016;9:1–9.
24.
go back to reference Mbanefo A, Kumar N. Evaluation of malaria diagnostic methods as a key for successful control and elimination programs. Trop Med Infect Dis. 2020;5:102.PubMedCentralCrossRef Mbanefo A, Kumar N. Evaluation of malaria diagnostic methods as a key for successful control and elimination programs. Trop Med Infect Dis. 2020;5:102.PubMedCentralCrossRef
25.
go back to reference Zanoli LM, Spoto G. Isothermal amplification methods for the detection of nucleic acids in microfluidic devices. Biosensors. 2013;3:18–43.PubMedCrossRef Zanoli LM, Spoto G. Isothermal amplification methods for the detection of nucleic acids in microfluidic devices. Biosensors. 2013;3:18–43.PubMedCrossRef
26.
go back to reference Phillips E, Moehling T, Ejendal K, Hoilett O, Byers K, Basing LA et al. Microfluidic rapid and autonomous analytical device (microRAAD) to detect HIV from whole blood samples. bioRxiv. 2019;582999. Phillips E, Moehling T, Ejendal K, Hoilett O, Byers K, Basing LA et al. Microfluidic rapid and autonomous analytical device (microRAAD) to detect HIV from whole blood samples. bioRxiv. 2019;582999.
27.
go back to reference Mori Y, Notomi T. Loop-mediated isothermal amplification (LAMP): a rapid, accurate, and cost-effective diagnostic method for infectious diseases. J Infect Chemother. 2009;15:62–9.PubMedPubMedCentralCrossRef Mori Y, Notomi T. Loop-mediated isothermal amplification (LAMP): a rapid, accurate, and cost-effective diagnostic method for infectious diseases. J Infect Chemother. 2009;15:62–9.PubMedPubMedCentralCrossRef
28.
go back to reference Selvarajah D, Naing C, Htet NH, Mak JW. Loop-mediated isothermal amplification (LAMP) test for diagnosis of uncomplicated malaria in endemic areas: a meta-analysis of diagnostic test accuracy. Malar J. 2020;19:211.PubMedPubMedCentralCrossRef Selvarajah D, Naing C, Htet NH, Mak JW. Loop-mediated isothermal amplification (LAMP) test for diagnosis of uncomplicated malaria in endemic areas: a meta-analysis of diagnostic test accuracy. Malar J. 2020;19:211.PubMedPubMedCentralCrossRef
29.
go back to reference Hayashida K, Kajino K, Hachaambwa L, Namangala B, Sugimoto C. Direct blood dry LAMP: a rapid, stable, and easy diagnostic tool for human African trypanosomiasis. PLoS Negl Trop Dis. 2015;9: e0003578.PubMedPubMedCentralCrossRef Hayashida K, Kajino K, Hachaambwa L, Namangala B, Sugimoto C. Direct blood dry LAMP: a rapid, stable, and easy diagnostic tool for human African trypanosomiasis. PLoS Negl Trop Dis. 2015;9: e0003578.PubMedPubMedCentralCrossRef
30.
go back to reference Tegegne B, Getie S, Lemma W, Mohon AN, Pillai DR. Performance of loop-mediated isothermal amplification (LAMP) for the diagnosis of malaria among malaria suspected pregnant women in northwest Ethiopia. Malar J. 2017;16:34.PubMedPubMedCentralCrossRef Tegegne B, Getie S, Lemma W, Mohon AN, Pillai DR. Performance of loop-mediated isothermal amplification (LAMP) for the diagnosis of malaria among malaria suspected pregnant women in northwest Ethiopia. Malar J. 2017;16:34.PubMedPubMedCentralCrossRef
31.
go back to reference Mori Y, Nagamine K, Tomita N, Notomi T. Detection of loop-mediated isothermal amplification reaction by turbidity derived from magnesium pyrophosphate formation. Biochem Biophys Res Commun. 2001;289:150–4.PubMedCrossRef Mori Y, Nagamine K, Tomita N, Notomi T. Detection of loop-mediated isothermal amplification reaction by turbidity derived from magnesium pyrophosphate formation. Biochem Biophys Res Commun. 2001;289:150–4.PubMedCrossRef
32.
go back to reference Kwon L, Long KD, Wan Y, Yu H, Cunningham BT. Medical diagnostics with mobile devices: comparison of intrinsic and extrinsic sensing. Biotechnol Adv. 2016;34:291–304.PubMedCrossRef Kwon L, Long KD, Wan Y, Yu H, Cunningham BT. Medical diagnostics with mobile devices: comparison of intrinsic and extrinsic sensing. Biotechnol Adv. 2016;34:291–304.PubMedCrossRef
33.
go back to reference Liu C, Mauk MG, Hart R, Bonizzoni M, Yan G, Bau HH. A low-cost microfluidic chip for rapid genotyping of malaria-transmitting mosquitoes. PLoS ONE. 2012;7: e42222.PubMedPubMedCentralCrossRef Liu C, Mauk MG, Hart R, Bonizzoni M, Yan G, Bau HH. A low-cost microfluidic chip for rapid genotyping of malaria-transmitting mosquitoes. PLoS ONE. 2012;7: e42222.PubMedPubMedCentralCrossRef
34.
go back to reference Clayton KN, Moehling TJ, Lee DH, Wereley ST, Linnes JC, Kinzer-Ursem TL. Particle diffusometry: an optical detection method for Vibrio cholerae presence in environmental water samples. Sci Rep. 2019;9:1739.PubMedPubMedCentralCrossRef Clayton KN, Moehling TJ, Lee DH, Wereley ST, Linnes JC, Kinzer-Ursem TL. Particle diffusometry: an optical detection method for Vibrio cholerae presence in environmental water samples. Sci Rep. 2019;9:1739.PubMedPubMedCentralCrossRef
35.
go back to reference Sattabongkot J, Tsuboi T, Han ET, Bantuchai S, Buates S. Loop-mediated isothermal amplification assay for rapid diagnosis of malaria infections in an area of endemicity in Thailand. J Clin Microbiol. 2014;52:1471–7.PubMedPubMedCentralCrossRef Sattabongkot J, Tsuboi T, Han ET, Bantuchai S, Buates S. Loop-mediated isothermal amplification assay for rapid diagnosis of malaria infections in an area of endemicity in Thailand. J Clin Microbiol. 2014;52:1471–7.PubMedPubMedCentralCrossRef
36.
go back to reference Moehling TJ, Lee DH, Henderson ME, McDonald MK, Tsang PH, Kaakeh S, et al. A smartphone-based particle diffusometry platform for sub-attomolar detection of Vibrio cholerae in environmental water. Biosens Bioelectron. 2020;167: 112497.PubMedCrossRefPubMedCentral Moehling TJ, Lee DH, Henderson ME, McDonald MK, Tsang PH, Kaakeh S, et al. A smartphone-based particle diffusometry platform for sub-attomolar detection of Vibrio cholerae in environmental water. Biosens Bioelectron. 2020;167: 112497.PubMedCrossRefPubMedCentral
37.
go back to reference Lau YL, Lai MY, Fong MY, Jelip J, Mahmud R. Loop-mediated isothermal amplification assay for identification of five human plasmodium species in Malaysia. Am J Trop Med Hyg. 2016;94:336–9.PubMedPubMedCentralCrossRef Lau YL, Lai MY, Fong MY, Jelip J, Mahmud R. Loop-mediated isothermal amplification assay for identification of five human plasmodium species in Malaysia. Am J Trop Med Hyg. 2016;94:336–9.PubMedPubMedCentralCrossRef
38.
go back to reference Clayton KN, Salameh JW, Wereley ST, Kinzer-Ursem TL, Kinzer TL, Kinzer-Ursem TL. Physical characterization of nanoparticle size and surface modification using particle scattering diffusometry. Biomicrofluidics. 2016;10: 054107.PubMedPubMedCentralCrossRef Clayton KN, Salameh JW, Wereley ST, Kinzer-Ursem TL, Kinzer TL, Kinzer-Ursem TL. Physical characterization of nanoparticle size and surface modification using particle scattering diffusometry. Biomicrofluidics. 2016;10: 054107.PubMedPubMedCentralCrossRef
39.
go back to reference Clayton KN, Berglund GD, Linnes JC, Kinzer-Ursem TL, Wereley ST. DNA microviscosity characterization with particle diffusometry fordownstream DNA detection applications. Anal Chem. 2017;89:13334–41.PubMedCrossRef Clayton KN, Berglund GD, Linnes JC, Kinzer-Ursem TL, Wereley ST. DNA microviscosity characterization with particle diffusometry fordownstream DNA detection applications. Anal Chem. 2017;89:13334–41.PubMedCrossRef
40.
go back to reference Clayton KN, Lee DH, Wereley ST, Kinzer-Ursem TL. Measuring biotherapeutic viscosity and degradation on-chip with particle diffusometry. Lab Chip. 2017;17:4148–59.PubMedCrossRef Clayton KN, Lee DH, Wereley ST, Kinzer-Ursem TL. Measuring biotherapeutic viscosity and degradation on-chip with particle diffusometry. Lab Chip. 2017;17:4148–59.PubMedCrossRef
41.
go back to reference Olsen MG, Adrian RJ. Out-of-focus effects on particle image visibility and correlation in microscopic particle image velocimetry. Exp Fluids. 2000;29:S166–74.CrossRef Olsen MG, Adrian RJ. Out-of-focus effects on particle image visibility and correlation in microscopic particle image velocimetry. Exp Fluids. 2000;29:S166–74.CrossRef
42.
go back to reference Einstein A. Über einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt. Ann Phys. 1905;322:132–48.CrossRef Einstein A. Über einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt. Ann Phys. 1905;322:132–48.CrossRef
43.
go back to reference Sie YS, Chuang HS. A micro-volume viscosity measurement technique based on μPIV diffusometry. Microfluid Nanofluidics. 2014;16:65–72.CrossRef Sie YS, Chuang HS. A micro-volume viscosity measurement technique based on μPIV diffusometry. Microfluid Nanofluidics. 2014;16:65–72.CrossRef
44.
go back to reference Bangirana P, Opoka RO, Boivin MJ, Idro R, Hodges JS, Romero RA, et al. Severe malarial anemia is associated with long-term neurocognitive impairment. Clin Infect Dis. 2014;59:336–44.PubMedPubMedCentralCrossRef Bangirana P, Opoka RO, Boivin MJ, Idro R, Hodges JS, Romero RA, et al. Severe malarial anemia is associated with long-term neurocognitive impairment. Clin Infect Dis. 2014;59:336–44.PubMedPubMedCentralCrossRef
45.
go back to reference Snounou G, Singh B. Nested PCR analysis of Plasmodium parasites. Methods Mol Med. 2002;72:189–203.PubMed Snounou G, Singh B. Nested PCR analysis of Plasmodium parasites. Methods Mol Med. 2002;72:189–203.PubMed
46.
go back to reference Bharti AR, Patra KP, Chuquiyauri R, Kosek M, Gilman RH, Llanos-Cuentas A, et al. Polymerase chain reaction detection of Plasmodium vivax and Plasmodium falciparum DNA from stored serum samples: implications for retrospective diagnosis of malaria. Am J Trop Med Hyg. 2007;77:444–6.PubMedCrossRef Bharti AR, Patra KP, Chuquiyauri R, Kosek M, Gilman RH, Llanos-Cuentas A, et al. Polymerase chain reaction detection of Plasmodium vivax and Plasmodium falciparum DNA from stored serum samples: implications for retrospective diagnosis of malaria. Am J Trop Med Hyg. 2007;77:444–6.PubMedCrossRef
47.
go back to reference Gardner MJ, Hall N, Fung E, White O, Berriman M, Hyman RW, et al. Genome sequence of the human malaria parasite Plasmodium falciparum. Nature. 2002;419:498–511.PubMedCrossRef Gardner MJ, Hall N, Fung E, White O, Berriman M, Hyman RW, et al. Genome sequence of the human malaria parasite Plasmodium falciparum. Nature. 2002;419:498–511.PubMedCrossRef
48.
go back to reference Hofmann N, Mwingira F, Shekalaghe S, Robinson LJ, Mueller I, Felger I. Ultra-sensitive detection of Plasmodium falciparum by amplification of multi-copy subtelomeric targets. PLoS Med. 2015;12: e1001788.PubMedPubMedCentralCrossRef Hofmann N, Mwingira F, Shekalaghe S, Robinson LJ, Mueller I, Felger I. Ultra-sensitive detection of Plasmodium falciparum by amplification of multi-copy subtelomeric targets. PLoS Med. 2015;12: e1001788.PubMedPubMedCentralCrossRef
49.
go back to reference Costa DC, Madureira AP, Amaral LC, Sanchez BAM, Gomes LT, Fernandes Fontes CJ, et al. Submicroscopic malaria parasite carriage: how reproducible are polymerase chain reaction-based methods? Mem Inst Oswaldo Cruz. 2014;109:21–8.PubMedCrossRef Costa DC, Madureira AP, Amaral LC, Sanchez BAM, Gomes LT, Fernandes Fontes CJ, et al. Submicroscopic malaria parasite carriage: how reproducible are polymerase chain reaction-based methods? Mem Inst Oswaldo Cruz. 2014;109:21–8.PubMedCrossRef
50.
go back to reference Haanshuus CG, Mørch K, Blomberg B, Strøm GEA, Langeland N, Hanevik K, et al. Assessment of malaria real-time PCR methods and application with focus on lowlevel parasitaemia. PLoS One. 2019;14:e0218982. Haanshuus CG, Mørch K, Blomberg B, Strøm GEA, Langeland N, Hanevik K, et al. Assessment of malaria real-time PCR methods and application with focus on lowlevel parasitaemia. PLoS One. 2019;14:e0218982.
51.
go back to reference Thompson TA, Touré MB, Sanogo D, Shaffer JG, Doumbia SO, Krogstad DJ. Template copy number and the sensitivity of quantitative PCR for Plasmodium falciparum in asymptomatic individuals. Malar J. 2020;19:295.PubMedPubMedCentralCrossRef Thompson TA, Touré MB, Sanogo D, Shaffer JG, Doumbia SO, Krogstad DJ. Template copy number and the sensitivity of quantitative PCR for Plasmodium falciparum in asymptomatic individuals. Malar J. 2020;19:295.PubMedPubMedCentralCrossRef
52.
go back to reference Vásquez AM, Zuluaga L, Tobón A, Posada M, Vélez G, González IJ, et al. Diagnostic accuracy of loop-mediated isothermal amplification (LAMP) for screening malaria in peripheral and placental blood samples from pregnant women in Colombia. Malar J. 2018;17:262.PubMedPubMedCentralCrossRef Vásquez AM, Zuluaga L, Tobón A, Posada M, Vélez G, González IJ, et al. Diagnostic accuracy of loop-mediated isothermal amplification (LAMP) for screening malaria in peripheral and placental blood samples from pregnant women in Colombia. Malar J. 2018;17:262.PubMedPubMedCentralCrossRef
53.
go back to reference Cook J, Aydin-Schmidt B, González IJ, Bell D, Edlund E, Nassor MH, et al. Loop-mediated isothermal amplification (LAMP) for point-of-care detection of asymptomatic low-density malaria parasite carriers in Zanzibar. Malar J. 2015;14:43.PubMedPubMedCentralCrossRef Cook J, Aydin-Schmidt B, González IJ, Bell D, Edlund E, Nassor MH, et al. Loop-mediated isothermal amplification (LAMP) for point-of-care detection of asymptomatic low-density malaria parasite carriers in Zanzibar. Malar J. 2015;14:43.PubMedPubMedCentralCrossRef
54.
go back to reference Mwesigwa J, Slater H, Bradley J, Saidy B, Ceesay F, Whittaker C, et al. Field performance of the malaria highly sensitive rapid diagnostic test in a setting of varying malaria transmission. Malar J. 2019;18:288.PubMedPubMedCentralCrossRef Mwesigwa J, Slater H, Bradley J, Saidy B, Ceesay F, Whittaker C, et al. Field performance of the malaria highly sensitive rapid diagnostic test in a setting of varying malaria transmission. Malar J. 2019;18:288.PubMedPubMedCentralCrossRef
55.
go back to reference Islam MN, ZulKifle M, Sherwani AMK, Ghosh SK, Tiwari S. Prevalence of malaria, dengue and chikungunya significantly associated with mosquito breeding sites. J Islam Med Assoc North Am. 2011;43:58. Islam MN, ZulKifle M, Sherwani AMK, Ghosh SK, Tiwari S. Prevalence of malaria, dengue and chikungunya significantly associated with mosquito breeding sites. J Islam Med Assoc North Am. 2011;43:58.
56.
go back to reference Proux S, Suwanarusk R, Barends M, Zwang J, Price RN, Leimanis M, et al. Considerations on the use of nucleic acid-based amplification for malaria parasite detection. Malar J. 2011;10:323.PubMedPubMedCentralCrossRef Proux S, Suwanarusk R, Barends M, Zwang J, Price RN, Leimanis M, et al. Considerations on the use of nucleic acid-based amplification for malaria parasite detection. Malar J. 2011;10:323.PubMedPubMedCentralCrossRef
57.
go back to reference Karrer EE, Lincoln JE, Hogenhout S, Bennett AB, Bostock RM, Martineau B, et al. In situ isolation of mRNA from individual plant cells: creation of cell-specific cDNA libraries. Proc Natl Acad Sci USA. 1995;92:3814–8.PubMedPubMedCentralCrossRef Karrer EE, Lincoln JE, Hogenhout S, Bennett AB, Bostock RM, Martineau B, et al. In situ isolation of mRNA from individual plant cells: creation of cell-specific cDNA libraries. Proc Natl Acad Sci USA. 1995;92:3814–8.PubMedPubMedCentralCrossRef
58.
go back to reference Moonen B, Cohen JM, Snow RW, Slutsker L, Drakeley C, Smith DL, et al. Operational strategies to achieve and maintain malaria elimination. Lancet. 2010;376:1592–603.PubMedPubMedCentralCrossRef Moonen B, Cohen JM, Snow RW, Slutsker L, Drakeley C, Smith DL, et al. Operational strategies to achieve and maintain malaria elimination. Lancet. 2010;376:1592–603.PubMedPubMedCentralCrossRef
Metadata
Title
Towards the use of a smartphone imaging-based tool for point-of-care detection of asymptomatic low-density malaria parasitaemia
Authors
Ashlee J. Colbert
Katrina Co
Giselle Lima-Cooper
Dong Hoon Lee
Katherine N. Clayton
Steven T. Wereley
Chandy C. John
Jacqueline C. Linnes
Tamara L. Kinzer-Ursem
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2021
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-021-03894-w

Other articles of this Issue 1/2021

Malaria Journal 1/2021 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine