Population genetics approach to understanding changing malaria transmission dynamics. Evidence for...

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Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria in low transmission settings. Application of population genetics to assess intervention impact. Fingerprint parasites to identify sources of new infection and asymptomatic reservoirs. Malaria Population Genetics From sarah volkman, harvard – unpublished panamania data

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Plasmodium Life Cycle Xinzhuan Su, Karen Hayton & Thomas E. Wellems Nature Reviews Genetics 8, (July 2007) Mosquito Cycle Takes ~ 10 Days Uninfected COI = 1 COI = 2 COI = 3

Transcript of Population genetics approach to understanding changing malaria transmission dynamics. Evidence for...

Page 1: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

• Population genetics approach to understanding changing malaria transmission dynamics.

• Evidence for clonal expansion and epidemic propagation of malaria in low transmission settings.

• Application of population genetics to assess intervention impact.

• Fingerprint parasites to identify sources of new infection and asymptomatic reservoirs.

Malaria Population GeneticsFrom sarah volkman, harvard – unpublished panamania data

Page 2: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Molecular barcode to fingerprint parasites

Daniels et al, Malaria Journal 2008, 7:223

Molecular barcode tool consists of 24 neutral,unlinked SNPs that are of a high minor allele frequency among the global parasite population

Page 3: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Plasmodium Life Cycle

Xinzhuan Su, Karen Hayton & Thomas E. Wellems Nature Reviews Genetics 8, 497-506 (July 2007)

Mosquito Cycle Takes ~ 10 DaysUninfected COI = 1 COI = 2 COI = 3

Page 4: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Consequence of outcrossing—multiple barcodes—heterogenomic

Outcrossing

COI = 3

Page 5: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Consequence of inbreeding—single barcode—homogenomic

Inbreeding

COI = 1

Page 6: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Panama: Low genetic diversity & population differentiation

ColumbiaGuna Yala

Panama

Darien

Guna Yala

Nicanor Obaldia, Nicholas Baro

Page 7: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

K=2

CoastPanama and Darien Guna Yala Colombia

K=5

Panama: two clonal populations

• Panama parasites clusters into two clonal populations.

• Addition of Columbia parasites results in five populations

Page 8: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

COI EIR

Outcrossing High High

Low Medium

Inbreeding 1 Low

Genotyping and transmission dynamics

Page 9: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

• Leverage malaria population genetics to monitor changes in parasite population dynamics as transmission changes—concept of surveillance markers.

• Genotyping creates “fingerprint” to track parasites, monitor drug resistance, identify reservoirs of new infections, and monitor intervention impact.

• Genomic tools inform operationally important decisions and guide implementation strategies toward malaria elimination.

• Tools that detect changes in population genetic parameters can infer changes in malaria transmission and provide a powerful means of monitoring the effectiveness of interventions, and informing best operational strategies toward malaria elimination.

Using population genetics to detect changing transmission

From Sarah Volkman, Harvard

Page 10: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

BMGF meeting: Partnering for Elimination Dx ImpactJanuary 24, 2014

Diagnostics for Malaria Elimination Toward Eradication

Photo: © 2012 Diana Mrazikova/Networks/Senegal, Courtesy of Photoshare

Next steps

Page 11: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Next gen dx?? Lots of opinions

….results suggest community-wide MDA instead of screen and

treat strategies (2013 pub)

DNA-baseddetection of parasites is needed to provide adequate sensitivity in hotspots. (2013 pub)

Nothing will work without good case management and vector control, and the basics (stock-outs, information systems, training), though boring, are still frequently unaddressed. (heard at WHO/ERG meeting)

So much effort has gone into scale-up of the RDT format that any new technology should follow that

format (stakeholder)

PCR samples should start with 1 ml blood to get to enable the lowest LOD

possible (0.002p/ul) (heard at WHO/ERG meeting)

Page 12: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Use-scenario taxonomy and framework

Page 13: Population genetics approach to understanding changing malaria transmission dynamics. Evidence for clonal expansion and epidemic propagation of malaria.

Use-scenario framework mapped to TPPs