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Evaluating the Pharmacodynamic Effect of Antimalarial Drugs in Clinical Trials by Quantitative PCR

Overview of attention for article published in Antimicrobial Agents and Chemotherapy, May 2015
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  • Above-average Attention Score compared to outputs of the same age and source (57th percentile)

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Title
Evaluating the Pharmacodynamic Effect of Antimalarial Drugs in Clinical Trials by Quantitative PCR
Published in
Antimicrobial Agents and Chemotherapy, May 2015
DOI 10.1128/aac.04942-14
Pubmed ID
Authors

Louise Marquart, Mark Baker, Peter O'Rourke, James S. McCarthy

Abstract

The ongoing development of new antimalarial drugs, and the increasing use of controlled human malaria infection (CHMI) studies to investigate their activity in early stage clinical trials require the development of methods to analyse their pharmacodynamic effect. This is especially so for studies where quantitative PCR (qPCR) is becoming the preferred method for assessing parasite clearance as the study endpoint. We report the development and validation of an analytic approach for qPCR-determined parasite clearance data. First, in a clinical trial with the licensed antimalarial combination sulfadoxine-pyrimethamine (S/P), qPCR data were collected from 12 subjects and used to determine qPCR replicate variability and to identify outliers. Then, an iterative analytic approach based on modelling the log-linear decay of parasitemia following drug treatment was developed to determine the Parasite Reduction Rate (PRR) and parasite-clearance half life, both measures of parasite clearance. This analytic approach was then validated with data from 8 subjects enrolled in a second study with the licensed antimalarial drug mefloquine. Using this method the PRR and parasite clearance half lives for S/P and Mefloquine were determined to be 38,878 (95%CI: 17,396-86,889), 3.15 (95% CI: 2.93-3.41) days, and 157 (95%CI: 130-189), 6.58 (95% CI: 6.35-6.83) days, for the respective studies. No serious adverse events occurred in the two trials, and pharmacokinetic values were within expected ranges for sulfadoxine and pyrimethamine. The robust statistical method we have developed to analyse qPCR-derived pharmacodynamic data from CHMI studies will facilitate the assessment of the activity of a range of experimental antimalarial drugs now entering clinical trials.

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The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 44 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 44 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 10 23%
Other 6 14%
Student > Bachelor 5 11%
Student > Ph. D. Student 4 9%
Student > Master 4 9%
Other 6 14%
Unknown 9 20%
Readers by discipline Count As %
Medicine and Dentistry 11 25%
Agricultural and Biological Sciences 6 14%
Pharmacology, Toxicology and Pharmaceutical Science 4 9%
Arts and Humanities 2 5%
Nursing and Health Professions 2 5%
Other 9 20%
Unknown 10 23%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 24 February 2016.
All research outputs
#15,064,611
of 25,373,627 outputs
Outputs from Antimicrobial Agents and Chemotherapy
#12,206
of 15,579 outputs
Outputs of similar age
#136,635
of 279,030 outputs
Outputs of similar age from Antimicrobial Agents and Chemotherapy
#107
of 250 outputs
Altmetric has tracked 25,373,627 research outputs across all sources so far. This one is in the 40th percentile – i.e., 40% of other outputs scored the same or lower than it.
So far Altmetric has tracked 15,579 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.2. This one is in the 21st percentile – i.e., 21% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 279,030 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 50% of its contemporaries.
We're also able to compare this research output to 250 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 57% of its contemporaries.