title: Genetic relatedness analysis reveals the cotransmission of genetically related Plasmodium falciparum parasites in Thiès, Senegal.
abstract: As public health interventions drive parasite populations to elimination, genetic epidemiology models that incorporate population genomics can be powerful tools for evaluating the effectiveness of continued intervention. However, current genetic epidemiology models may not accurately simulate the population genetic profile of parasite populations, particularly with regard to polygenomic (multi-strain) infections. Current epidemiology models simulate polygenomic infections via superinfection (multiple mosquito bites), despite growing evidence that cotransmission (a single mosquito bite) may contribute to polygenomic infections.
  
  
  
  Here, we quantified the relatedness of strains within 31 polygenomic infections collected from patients in Thiès, Senegal using a hidden Markov model to measure the proportion of the genome that is inferred to be identical by descent.
  
  
  
  We found that polygenomic infections can be composed of highly related parasites and that superinfection models drastically underestimate the relatedness of strains within polygenomic infections.
  
  
  
  Our findings suggest that cotransmission is a major contributor to polygenomic infections in Thiès, Senegal. The incorporation of cotransmission into existing genetic epidemiology models may enhance our ability to characterize and predict changes in population structure associated with reduced transmission intensities and the emergence of important phenotypes like drug resistance that threaten to undermine malaria elimination activities.
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.
authors.forename: Wesley
authors.initials: W
authors.lastname: Wong
authors.affiliation: Broad Institute, Cambridge, MA, 02142, USA.
authors.forename: Allison D
authors.initials: AD
authors.lastname: Griggs
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.|Broad Institute, Cambridge, MA, 02142, USA.
authors.forename: Rachel F
authors.initials: RF
authors.lastname: Daniels
authors.affiliation: Broad Institute, Cambridge, MA, 02142, USA.
authors.forename: Stephen F
authors.initials: SF
authors.lastname: Schaffner
authors.affiliation: Faculty of Medicine and Pharmacy, Cheikh Anta Diop University, Dakar, Senegal.
authors.forename: Daouda
authors.initials: D
authors.lastname: Ndiaye
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.|Faculty of Medicine and Pharmacy, Cheikh Anta Diop University, Dakar, Senegal.
authors.forename: Amy K
authors.initials: AK
authors.lastname: Bei
authors.affiliation: Faculty of Medicine and Pharmacy, Cheikh Anta Diop University, Dakar, Senegal.
authors.forename: Awa B
authors.initials: AB
authors.lastname: Deme
authors.affiliation: Broad Institute, Cambridge, MA, 02142, USA.
authors.forename: Bronwyn
authors.initials: B
authors.lastname: MacInnis
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.|Broad Institute, Cambridge, MA, 02142, USA.|School of Nursing and Health Sciences, Simmons College, Boston, MA, 02115, USA.
authors.forename: Sarah K
authors.initials: SK
authors.lastname: Volkman
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA.|Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA.
authors.forename: Daniel L
authors.initials: DL
authors.lastname: Hartl
authors.affiliation: Broad Institute, Cambridge, MA, 02142, USA.
authors.forename: Daniel E
authors.initials: DE
authors.lastname: Neafsey
authors.affiliation: Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA. DFWirth@hsph.harvard.edu.|Broad Institute, Cambridge, MA, 02142, USA. DFWirth@hsph.harvard.edu.
authors.forename: Dyann F
authors.initials: DF
authors.lastname: Wirth
mesh_terms: D014644:Genetic Variation; D018503:Genome, Protozoan; D006801:Humans; D016778:Malaria, Falciparum / Q000453:epidemiology / Q000235:genetics / Q000635:transmission*; D008390:Markov Chains; D008957:Models, Genetic; D010963:Plasmodium falciparum / Q000235:genetics*; D012675:Senegal
keywords: Coinfection; Cotransmission; Epidemiology; Genomics; Malaria; Polygenomic infection; Relatedness; Superinfection; Transmission