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Published in: Malaria Journal 1/2014

Open Access 01-12-2014 | Research

Measurement of parasitological data by quantitative real-time PCR from controlled human malaria infection trials at the Walter Reed Army Institute of Research

Authors: Edwin Kamau, Saba Alemayehu, Karla C Feghali, Jack Komisar, Jason Regules, Jessica Cowden, Christian F Ockenhouse

Published in: Malaria Journal | Issue 1/2014

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Abstract

Background

The use of quantitative real-time PCR (qPCR) has allowed for precise quantification of parasites in the prepatent period and greatly improved the reproducibility and statistical power of controlled human malaria infection (CHMI) trials. Parasitological data presented here are from non-immunized, control-challenged subjects who participated in two CHMI trials conducted at the Walter Reed Army Institute of Research (WRAIR).

Methods

Standardized sporozoite challenge was achieved through the bite of five Anopheles stephensi mosquitoes infected with the 3D7clone of the NF54 strain of Plasmodium falciparum. Blood smears were scored positive when two unambiguous parasites were found. Analysis of parasitological PCR data was performed on log-transformed data using an independent sample t-test when comparing the two studies. The multiplication rate of blood-stage parasites was estimated using the linear model.

Results

On average, parasites were detected 4.91 days (95% CI = 4.190 to 5.627) before smears. The earliest parasites were detected within 120 hours (5.01 days) after challenge. Parasite densities showed consistent cyclic patterns of blood-stage parasite growth in all volunteers. The parasite multiplication rates for both studies was 8.18 (95% CI = 6.162 to 10.20). Data showed that at low parasite densities, a combination of sequestration and stochastic effects of low copy number DNA may impact qPCR detection and the parasite detection limit.

Conclusion

Smear positive is an endpoint which antimalarial rescue is imperative whereas early detection of parasitological data by qPCR can allow for better anticipation of the endpoint. This would allow for early treatment to reduce clinical illness and risk for study participants. To use qPCR as the primary endpoint in CHMI trials, an algorithm of two positives by qPCR where one of the positives must have parasite density of at least 2 parasites/μL is proposed.
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Literature
1.
go back to reference Sauerwein RW, Roestenberg M, Moorthy VS: Experimental human challenge infections can accelerate clinical malaria vaccine development. Nat Rev Immunol. 2011, 11: 57-64.CrossRefPubMed Sauerwein RW, Roestenberg M, Moorthy VS: Experimental human challenge infections can accelerate clinical malaria vaccine development. Nat Rev Immunol. 2011, 11: 57-64.CrossRefPubMed
2.
go back to reference McCall MB, Netea MG, Hermsen CC, Jansen T, Jacobs L, Golenbock D, van der Ven AJ, Sauerwein RW: Plasmodium falciparum infection causes proinflammatory priming of human TLR responses. J Immunol. 2007, 179: 162-171.CrossRefPubMed McCall MB, Netea MG, Hermsen CC, Jansen T, Jacobs L, Golenbock D, van der Ven AJ, Sauerwein RW: Plasmodium falciparum infection causes proinflammatory priming of human TLR responses. J Immunol. 2007, 179: 162-171.CrossRefPubMed
3.
go back to reference Moorthy VS, Diggs C, Ferro S, Good MF, Herrera S, Hill AV, Imoukhuede EB, Kumar S, Loucq C, Marsh K, Ockenhouse CF, Richie TL, Sauerwein RW: Report of a consultation on the optimization of clinical challenge trials for evaluation of candidate blood stage malaria vaccines, 18–19 March 2009, Bethesda, MD, USA. Vaccine. 2009, 27: 5719-5725.CrossRefPubMed Moorthy VS, Diggs C, Ferro S, Good MF, Herrera S, Hill AV, Imoukhuede EB, Kumar S, Loucq C, Marsh K, Ockenhouse CF, Richie TL, Sauerwein RW: Report of a consultation on the optimization of clinical challenge trials for evaluation of candidate blood stage malaria vaccines, 18–19 March 2009, Bethesda, MD, USA. Vaccine. 2009, 27: 5719-5725.CrossRefPubMed
4.
go back to reference Andrews L, Andersen RF, Webster D, Dunachie S, Walther RM, Bejon P, Hunt-Cooke A, Bergson G, Sanderson F, Hill AV, Gilbert SC: Quantitative real-time polymerase chain reaction for malaria diagnosis and its use in malaria vaccine clinical trials. Am J Trop Med Hyg. 2005, 73: 191-198.PubMed Andrews L, Andersen RF, Webster D, Dunachie S, Walther RM, Bejon P, Hunt-Cooke A, Bergson G, Sanderson F, Hill AV, Gilbert SC: Quantitative real-time polymerase chain reaction for malaria diagnosis and its use in malaria vaccine clinical trials. Am J Trop Med Hyg. 2005, 73: 191-198.PubMed
5.
go back to reference Felger I, Genton B, Smith T, Tanner M, Beck HP: Molecular monitoring in malaria vaccine trials. Trends Parasitol. 2003, 19: 60-63.CrossRefPubMed Felger I, Genton B, Smith T, Tanner M, Beck HP: Molecular monitoring in malaria vaccine trials. Trends Parasitol. 2003, 19: 60-63.CrossRefPubMed
6.
go back to reference Hermsen CC, Telgt DS, Linders EH, van de Locht LA, Eling WM, Mensink EJ, Sauerwein RW: Detection of Plasmodium falciparum malaria parasites in vivo by real-time quantitative PCR. Mol Biochem Parasitol. 2001, 118: 247-251.CrossRefPubMed Hermsen CC, Telgt DS, Linders EH, van de Locht LA, Eling WM, Mensink EJ, Sauerwein RW: Detection of Plasmodium falciparum malaria parasites in vivo by real-time quantitative PCR. Mol Biochem Parasitol. 2001, 118: 247-251.CrossRefPubMed
7.
go back to reference Bejon P, Andrews L, Andersen RF, Dunachie S, Webster D, Walther M, Gilbert SC, Peto T, Hill AV: Calculation of liver-to-blood inocula, parasite growth rates, and preerythrocytic vaccine efficacy, from serial quantitative polymerase chain reaction studies of volunteers challenged with malaria sporozoites. J Infect Dis. 2005, 191: 619-626.CrossRefPubMed Bejon P, Andrews L, Andersen RF, Dunachie S, Webster D, Walther M, Gilbert SC, Peto T, Hill AV: Calculation of liver-to-blood inocula, parasite growth rates, and preerythrocytic vaccine efficacy, from serial quantitative polymerase chain reaction studies of volunteers challenged with malaria sporozoites. J Infect Dis. 2005, 191: 619-626.CrossRefPubMed
8.
go back to reference Cheng Q, Lawrence G, Reed C, Stowers A, Ranford-Cartwright L, Creasey A, Carter R, Saul A: Measurement of Plasmodium falciparum growth rate in vivo: a test of malaria vaccines. Am J Trop Med Hyg. 1997, 57: 495-500.PubMed Cheng Q, Lawrence G, Reed C, Stowers A, Ranford-Cartwright L, Creasey A, Carter R, Saul A: Measurement of Plasmodium falciparum growth rate in vivo: a test of malaria vaccines. Am J Trop Med Hyg. 1997, 57: 495-500.PubMed
9.
go back to reference Hermsen CC, De Vlas SJ, Van Gemert GJA, Telgt DS, Verhage DF, Sauerwein RW: Testing vaccines in human experimental malaria; statistical analysis of parasitemia measured by a quantitative real-time polymerase chain reaction. Am J Trop Med Hyg. 2004, 71: 196-201.PubMed Hermsen CC, De Vlas SJ, Van Gemert GJA, Telgt DS, Verhage DF, Sauerwein RW: Testing vaccines in human experimental malaria; statistical analysis of parasitemia measured by a quantitative real-time polymerase chain reaction. Am J Trop Med Hyg. 2004, 71: 196-201.PubMed
10.
go back to reference Roestenberg M, O’Hara GA, Duncan CJ, Epstein JE, Edwards NJ, Scholzen A, van der Ven AJ, Hermsen CC, Hill AV, Sauerwein RW: Comparison of clinical and parasitological data from controlled human malaria infection trials. PLoS One. 2012, 7: e38434-PubMedCentralCrossRefPubMed Roestenberg M, O’Hara GA, Duncan CJ, Epstein JE, Edwards NJ, Scholzen A, van der Ven AJ, Hermsen CC, Hill AV, Sauerwein RW: Comparison of clinical and parasitological data from controlled human malaria infection trials. PLoS One. 2012, 7: e38434-PubMedCentralCrossRefPubMed
11.
go back to reference Powell RD, McNamara JV: Infection with chloroquine-resistant Plasmodium falciparum in man: prepatent periods, incubation periods, and relationships between parasitemia and the onset of fever in nonimmune persons. Ann NY Acad Sci. 1970, 174: 1027-1041.CrossRefPubMed Powell RD, McNamara JV: Infection with chloroquine-resistant Plasmodium falciparum in man: prepatent periods, incubation periods, and relationships between parasitemia and the onset of fever in nonimmune persons. Ann NY Acad Sci. 1970, 174: 1027-1041.CrossRefPubMed
12.
go back to reference Church LW, Le TP, Bryan JP, Gordon DM, Edelman R, Fries L, Davis JR, Herrington DA, Clyde DF, Shmuklarsky MJ, Schneider I, McGovern TW, Chulay JD, Ballou WR, Hoffman SL: Clinical manifestations of Plasmodium falciparum malaria experimentally induced by mosquito challenge. J Infect Dis. 1997, 1997 (175): 915-920.CrossRef Church LW, Le TP, Bryan JP, Gordon DM, Edelman R, Fries L, Davis JR, Herrington DA, Clyde DF, Shmuklarsky MJ, Schneider I, McGovern TW, Chulay JD, Ballou WR, Hoffman SL: Clinical manifestations of Plasmodium falciparum malaria experimentally induced by mosquito challenge. J Infect Dis. 1997, 1997 (175): 915-920.CrossRef
13.
go back to reference Epstein JE, Rao S, Williams F, Freilich D, Luke T, Sedegah M, de la Vega P, Sacci J, Richie TL, Hoffman SL: Safety and clinical outcome of experimental challenge of human volunteers with Plasmodium falciparum-infected mosquitoes: an update. J Infect Dis. 2007, 196: 145-154.CrossRefPubMed Epstein JE, Rao S, Williams F, Freilich D, Luke T, Sedegah M, de la Vega P, Sacci J, Richie TL, Hoffman SL: Safety and clinical outcome of experimental challenge of human volunteers with Plasmodium falciparum-infected mosquitoes: an update. J Infect Dis. 2007, 196: 145-154.CrossRefPubMed
14.
go back to reference Roestenberg M, de Vlas SJ, Nieman AE, Sauerwein RW, Hermsen CC: Efficacy of preerythrocytic and blood-stage malaria vaccines can be assessed in small sporozoite challenge trials in human volunteers. J Infect Dis. 2013, 206: 319-323.CrossRef Roestenberg M, de Vlas SJ, Nieman AE, Sauerwein RW, Hermsen CC: Efficacy of preerythrocytic and blood-stage malaria vaccines can be assessed in small sporozoite challenge trials in human volunteers. J Infect Dis. 2013, 206: 319-323.CrossRef
15.
go back to reference Kamau E, Alemayehu S, Feghali KC, Saunders D, Ockenhouse CF: Multiplex qPCR for detection and absolute quantification of malaria. PLoS One. 2013, 8: e71539-PubMedCentralCrossRefPubMed Kamau E, Alemayehu S, Feghali KC, Saunders D, Ockenhouse CF: Multiplex qPCR for detection and absolute quantification of malaria. PLoS One. 2013, 8: e71539-PubMedCentralCrossRefPubMed
16.
go back to reference Alemayehu S, Feghali KC, Cowden J, Komisar J, Ockenhouse CF, Kamau E: Comparative evaluation of published real-time PCR assays for the detection of malaria following MIQE guidelines. Malar J. 2013, 12: 277-PubMedCentralCrossRefPubMed Alemayehu S, Feghali KC, Cowden J, Komisar J, Ockenhouse CF, Kamau E: Comparative evaluation of published real-time PCR assays for the detection of malaria following MIQE guidelines. Malar J. 2013, 12: 277-PubMedCentralCrossRefPubMed
17.
go back to reference Kamau E, Tolbert LS, Kortepeter L, Pratt M, Nyakoe N, Muringo L, Ogutu B, Waitumbi JN, Ockenhouse CF: Development of a highly sensitive genus-specific quantitative reverse transcriptase real-time PCR assay for detection and quantification of Plasmodium by amplifying RNA and DNA of the 18S rRNA genes. J Clin Microbiol. 2011, 49: 2946-2953.PubMedCentralCrossRefPubMed Kamau E, Tolbert LS, Kortepeter L, Pratt M, Nyakoe N, Muringo L, Ogutu B, Waitumbi JN, Ockenhouse CF: Development of a highly sensitive genus-specific quantitative reverse transcriptase real-time PCR assay for detection and quantification of Plasmodium by amplifying RNA and DNA of the 18S rRNA genes. J Clin Microbiol. 2011, 49: 2946-2953.PubMedCentralCrossRefPubMed
18.
go back to reference Douglas AD, Edwards NJ, Duncan CJ, Thompson FM, Sheehy SH, O'Hara GA, Anagnostou N, Walther M, Webster DP, Dunachie SJ, Porter DW, Andrews L, Gilbert SC, Draper SJ, Hill AV, Bejon P: Comparison of modeling methods to determine liver-to-blood inocula and parasite multiplication rates during controlled human malaria infection. J Infect Dis. 2013, 208: 340-345.PubMedCentralCrossRefPubMed Douglas AD, Edwards NJ, Duncan CJ, Thompson FM, Sheehy SH, O'Hara GA, Anagnostou N, Walther M, Webster DP, Dunachie SJ, Porter DW, Andrews L, Gilbert SC, Draper SJ, Hill AV, Bejon P: Comparison of modeling methods to determine liver-to-blood inocula and parasite multiplication rates during controlled human malaria infection. J Infect Dis. 2013, 208: 340-345.PubMedCentralCrossRefPubMed
19.
go back to reference Schneider P, Wolters L, Schoone G, Schallig H, Sillekens P, Hermsen R, Sauerwein R: Real-time nucleic acid sequence-based amplification is more convenient than real-time PCR for quantification of Plasmodium falciparum. J Clin Microbiol. 2005, 43: 402-405.PubMedCentralCrossRefPubMed Schneider P, Wolters L, Schoone G, Schallig H, Sillekens P, Hermsen R, Sauerwein R: Real-time nucleic acid sequence-based amplification is more convenient than real-time PCR for quantification of Plasmodium falciparum. J Clin Microbiol. 2005, 43: 402-405.PubMedCentralCrossRefPubMed
Metadata
Title
Measurement of parasitological data by quantitative real-time PCR from controlled human malaria infection trials at the Walter Reed Army Institute of Research
Authors
Edwin Kamau
Saba Alemayehu
Karla C Feghali
Jack Komisar
Jason Regules
Jessica Cowden
Christian F Ockenhouse
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2014
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/1475-2875-13-288

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