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Lancet Infectious Diseases | 2012

Haemoglobinopathies and the clinical epidemiology of malaria: a systematic review and meta-analysis

Steve M. Taylor; Christian M. Parobek; Rick M. Fairhurst

BACKGROUND Haemoglobinopathies can reduce the risk of malaria syndromes. We aimed to quantify the relation between different haemoglobin mutations and malaria protection to strengthen the foundation for translational studies of malaria pathogenesis and immunity. METHODS We systematically searched the Medline and Embase databases for studies that estimated the risk of malaria in patients with and without haemoglobinopathies up to Sept 9, 2011, and identified additional studies from reference lists. We included studies that enrolled mainly children or pregnant women and had the following outcomes: Plasmodium falciparum severe malaria, uncomplicated malaria, asymptomatic parasitaemia, or pregnancy-associated malaria, and Plasmodium vivax malaria. Two reviewers identified studies independently, assessed quality of the studies, and extracted data. We produced odds ratios (ORs; 95% CIs) for case-control studies and incidence rate ratios (IRRs; 95% CIs) for prospective studies. We did the meta-analysis with a random-effects model when equivalent outcomes were reported in more than one study. FINDINGS Of 62 identified studies, 44 reported data for haemoglobin AS, 19 for haemoglobin AC and CC, and 18 for α-thalassaemia. Meta-analysis of case-control studies showed a decreased risk of severe P. falciparum malaria in individuals with haemoglobin AS (OR 0·09, 95% CI 0·06-0·12), haemoglobin CC (0·27, 0·11-0·63), haemoglobin AC (0·83, 0·67-0·96), homozygous α-thalassaemia (0·63, 0·48-0·83), and heterozygous α-thalassaemia (0·83, 0·74-0·92). In meta-analysis of prospective trials only haemoglobin AS was consistently associated with protection from uncomplicated malaria (IRR 0·69, 95% CI 0·61-0·79); no haemoglobinopathies led to consistent protection from asymptomatic parasitaemia. Few clinical studies have investigated β-thalassaemia, haemoglobin E, P. vivax malaria, or pregnancy-associated malaria. INTERPRETATION Haemoglobin AS, CC, and AC genotypes and homozygous and heterozygous α-thalassaemia provide significant protection from severe malaria syndromes, but these haemoglobinopathies differ substantially in the degree of protection provided and confer mild or no protection against uncomplicated malaria and asymptomatic parasitaemia. Through attenuation of severity of malaria, haemoglobinopathies could serve as a model for investigation of the mechanisms of malaria pathogenesis and immunity. FUNDING US National Institute of Allergy and Infectious Diseases.


The Journal of Infectious Diseases | 2015

Absence of Putative Artemisinin Resistance Mutations Among Plasmodium falciparum in Sub-Saharan Africa: A Molecular Epidemiologic Study

Steve M. Taylor; Christian M. Parobek; Derrick K. DeConti; Kassoum Kayentao; Sheick Oumar Coulibaly; Brian Greenwood; Harry Tagbor; John V. Williams; Kalifa Bojang; Fanta Njie; Meghna Desai; Simon Kariuki; Julie Gutman; Don P. Mathanga; Andreas Mårtensson; Billy Ngasala; Melissa D. Conrad; Philip J. Rosenthal; Antoinette Tshefu; Ann M. Moormann; John M. Vulule; Ogobara K. Doumbo; Feiko O ter Kuile; Steven R. Meshnick; Jeffrey A. Bailey; Jonathan J. Juliano

Plasmodium falciparum parasites that are resistant to artemisinins have been detected in Southeast Asia. Resistance is associated with several polymorphisms in the parasites K13-propeller gene. The molecular epidemiology of these artemisinin resistance genotypes in African parasite populations is unknown. We developed an assay to quantify rare polymorphisms in parasite populations that uses a pooled deep-sequencing approach to score allele frequencies, validated it by evaluating mixtures of laboratory parasite strains, and then used it to screen P. falciparum parasites from >1100 African infections collected since 2002 from 14 sites across sub-Saharan Africa. We found no mutations in African parasite populations that are associated with artemisinin resistance in Southeast Asian parasites. However, we observed 15 coding mutations, including 12 novel mutations, and limited allele sharing between parasite populations, consistent with a large reservoir of naturally occurring K13-propeller variation. Although polymorphisms associated with artemisinin resistance in P. falciparum in Southeast Asia are not prevalent in sub-Saharan Africa, numerous K13-propeller coding polymorphisms circulate in Africa. Although their distributions do not support a widespread selective sweep for an artemisinin-resistant phenotype, the impact of these mutations on artemisinin susceptibility is unknown and will require further characterization. Rapid, scalable molecular surveillance offers a useful adjunct in tracking and containing artemisinin resistance.


The Journal of Infectious Diseases | 2014

Absence of putative Plasmodium falciparum artemisinin resistance mutations in sub-Saharan Africa: A molecular epidemiologic study

Steve M. Taylor; Christian M. Parobek; Derrick K. DeConti; Kassoum Kayentao; Sheick Oumar Coulibaly; Brian Greenwood; Harry Tagbor; John V. Williams; Kalifa Bojang; Fanta Njie; Meghna Desai; Simon Kariuki; Julie Gutman; Don P. Mathanga; Andreas Mårtensson; Billy Ngasala; Melissa D. Conrad; Philip J. Rosenthal; Antoinette Tshefu; Ann M. Moormann; John M. Vulule; Ogobara K. Doumbo; Feiko O ter Kuile; Steven R. Meshnick; Jeffrey A. Bailey; Jonathan J. Juliano

Plasmodium falciparum parasites that are resistant to artemisinins have been detected in Southeast Asia. Resistance is associated with several polymorphisms in the parasites K13-propeller gene. The molecular epidemiology of these artemisinin resistance genotypes in African parasite populations is unknown. We developed an assay to quantify rare polymorphisms in parasite populations that uses a pooled deep-sequencing approach to score allele frequencies, validated it by evaluating mixtures of laboratory parasite strains, and then used it to screen P. falciparum parasites from >1100 African infections collected since 2002 from 14 sites across sub-Saharan Africa. We found no mutations in African parasite populations that are associated with artemisinin resistance in Southeast Asian parasites. However, we observed 15 coding mutations, including 12 novel mutations, and limited allele sharing between parasite populations, consistent with a large reservoir of naturally occurring K13-propeller variation. Although polymorphisms associated with artemisinin resistance in P. falciparum in Southeast Asia are not prevalent in sub-Saharan Africa, numerous K13-propeller coding polymorphisms circulate in Africa. Although their distributions do not support a widespread selective sweep for an artemisinin-resistant phenotype, the impact of these mutations on artemisinin susceptibility is unknown and will require further characterization. Rapid, scalable molecular surveillance offers a useful adjunct in tracking and containing artemisinin resistance.


Applied and Environmental Microbiology | 2015

Variation in the Microbiota of Ixodes Ticks with Regard to Geography, Species, and Sex

Will Van Treuren; Loganathan Ponnusamy; R Jory Brinkerhoff; Antonio González; Christian M. Parobek; Jonathan J. Juliano; Theodore G. Andreadis; Richard C. Falco; Lorenza Beati Ziegler; Nicholas J. Hathaway; Corinna Keeler; Michael Emch; Jeffrey A. Bailey; R. Michael Roe; Rob Knight; Steven R. Meshnick

ABSTRACT Ixodes scapularis is the principal vector of Lyme disease on the East Coast and in the upper Midwest regions of the United States, yet the tick is also present in the Southeast, where Lyme disease is absent or rare. A closely related species, I. affinis, also carries the pathogen in the South but does not seem to transmit it to humans. In order to better understand the geographic diversity of the tick, we analyzed the microbiota of 104 adult I. scapularis and 13 adult I. affinis ticks captured in 19 locations in South Carolina, North Carolina, Virginia, Connecticut, and New York. Initially, ticks from 4 sites were analyzed by 454 pyrosequencing. Subsequently, ticks from these sites plus 15 others were analyzed by sequencing with an Illumina MiSeq machine. By both analyses, the microbiomes of female ticks were significantly less diverse than those of male ticks. The dissimilarity between tick microbiomes increased with distance between sites, and the state in which a tick was collected could be inferred from its microbiota. The genus Rickettsia was prominent in all locations. Borrelia was also present in most locations and was present at especially high levels in one site in western Virginia. In contrast, members of the family Enterobacteriaceae were very common in North Carolina I. scapularis ticks but uncommon in I. scapularis ticks from other sites and in North Carolina I. affinis ticks. These data suggest substantial variations in the Ixodes microbiota in association with geography, species, and sex.


Applied and Environmental Microbiology | 2014

Diversity of Rickettsiales in the Microbiome of the Lone Star Tick, Amblyomma americanum

Loganathan Ponnusamy; Antonio Gonzalez; Will Van Treuren; Sophie Weiss; Christian M. Parobek; Jonathan J. Juliano; Rob Knight; R. Michael Roe; Steven R. Meshnick

ABSTRACT Ticks are important vectors for many emerging pathogens. However, they are also infected with many symbionts and commensals, often competing for the same niches. In this paper, we characterize the microbiome of Amblyomma americanum (Acari: Ixodidae), the lone star tick, in order to better understand the evolutionary relationships between pathogens and nonpathogens. Multitag pyrosequencing of prokaryotic 16S rRNA genes (16S rRNA) was performed on 20 lone star ticks (including males, females, and nymphs). Pyrosequencing of the rickettsial sca0 gene (also known as ompA or rompA) was performed on six ticks. Female ticks had less diverse microbiomes than males and nymphs, with greater population densities of Rickettsiales. The most common members of Rickettsiales were “Candidatus Rickettsia amblyommii” and “Candidatus Midichloria mitochondrii.” “Ca. Rickettsia amblyommii” was 2.6-fold more common in females than males, and there was no sequence diversity in the sca0 gene. These results are consistent with a predominantly vertical transmission pattern for “Ca. Rickettsia amblyommii.”


The Journal of Infectious Diseases | 2013

Pooled deep sequencing of Plasmodium falciparum isolates: an efficient and scalable tool to quantify prevailing malaria drug-resistance genotypes.

Steve M. Taylor; Christian M. Parobek; Nash Aragam; Billy Ngasala; Andreas Mårtensson; Steven R. Meshnick; Jonathan J. Juliano

Molecular surveillance for drug-resistant malaria parasites requires reliable, timely, and scalable methods. These data may be efficiently produced by genotyping parasite populations using second-generation sequencing (SGS). We designed and validated a SGS protocol to quantify mutant allele frequencies in the Plasmodium falciparum genes dhfr and dhps in mixed isolates. We applied this new protocol to field isolates from children and compared it to standard genotyping using Sanger sequencing. The SGS protocol accurately quantified dhfr and dhps allele frequencies in a mixture of parasite strains. Using SGS of DNA that was extracted and then pooled from individual isolates, we estimated mutant allele frequencies that were closely correlated to those estimated by Sanger sequencing (correlations, >0.98). The SGS protocol obviated most molecular steps in conventional methods and is cost saving for parasite populations >50. This SGS genotyping method efficiently and reproducibly estimates parasite allele frequencies within populations of P. falciparum for molecular epidemiologic studies.


PLOS Neglected Tropical Diseases | 2014

Differing Patterns of Selection and Geospatial Genetic Diversity within Two Leading Plasmodium vivax Candidate Vaccine Antigens

Christian M. Parobek; Jeffrey A. Bailey; Nicholas J. Hathaway; Duong Socheat; William O. Rogers; Jonathan J. Juliano

Although Plasmodium vivax is a leading cause of malaria around the world, only a handful of vivax antigens are being studied for vaccine development. Here, we investigated genetic signatures of selection and geospatial genetic diversity of two leading vivax vaccine antigens – Plasmodium vivax merozoite surface protein 1 (pvmsp-1) and Plasmodium vivax circumsporozoite protein (pvcsp). Using scalable next-generation sequencing, we deep-sequenced amplicons of the 42 kDa region of pvmsp-1 (n = 44) and the complete gene of pvcsp (n = 47) from Cambodian isolates. These sequences were then compared with global parasite populations obtained from GenBank. Using a combination of statistical and phylogenetic methods to assess for selection and population structure, we found strong evidence of balancing selection in the 42 kDa region of pvmsp-1, which varied significantly over the length of the gene, consistent with immune-mediated selection. In pvcsp, the highly variable central repeat region also showed patterns consistent with immune selection, which were lacking outside the repeat. The patterns of selection seen in both genes differed from their P. falciparum orthologs. In addition, we found that, similar to merozoite antigens from P. falciparum malaria, genetic diversity of pvmsp-1 sequences showed no geographic clustering, while the non-merozoite antigen, pvcsp, showed strong geographic clustering. These findings suggest that while immune selection may act on both vivax vaccine candidate antigens, the geographic distribution of genetic variability differs greatly between these two genes. The selective forces driving this diversification could lead to antigen escape and vaccine failure. Better understanding the geographic distribution of genetic variability in vaccine candidate antigens will be key to designing and implementing efficacious vaccines.


The Journal of Infectious Diseases | 2016

Microscopic Plasmodium falciparum Gametocytemia and Infectivity to Mosquitoes in Cambodia

Jessica T. Lin; Ratawan Ubalee; Chanthap Lon; Sujata Balasubramanian; Worachet Kuntawunginn; Rifat Rahman; Piyaporn Saingam; Thay Kheang Heng; Dav Vy; Savoeun San; Sarath Nuom; Hana Burkly; Nitima Chanarat; Chanudom Ponsa; Lauren Levitz; Christian M. Parobek; Char Meng Chuor; Sok Somethy; Michele Spring; Charlotte A. Lanteri; Panita Gosi; Steven R. Meshnick; David L. Saunders

Although gametocytes are essential for malaria transmission, in Africa many falciparum-infected persons without smear-detectable gametocytes still infect mosquitoes. To see whether the same is true in Southeast Asia, we determined the infectiousness of 119 falciparum-infected Cambodian adults to Anopheles dirus mosquitoes by membrane feeding. Just 5.9% of subjects infected mosquitoes. The 8.4% of patients with smear-detectable gametocytes were >20 times more likely to infect mosquitoes than those without and were the source of 96% of all mosquito infections. In low-transmission settings, targeting transmission-blocking interventions to those with microscopic gametocytemia may have an outsized effect on malaria control and elimination.


Journal of Clinical Microbiology | 2014

Multilocus Microsatellite Genotyping Array for Investigation of Genetic Epidemiology of Pneumocystis jirovecii

Christian M. Parobek; Linda Y. Jiang; Jaymin C. Patel; Miriam J. Álvarez-Martínez; José M. Miró; William Worodria; Alfred Andama; Serena Fong; Laurence Huang; Steven R. Meshnick; Steve M. Taylor; Jonathan J. Juliano

ABSTRACT Pneumocystis jirovecii is a symbiotic respiratory fungus that causes pneumonia (PcP) in immunosuppressed patients. Because P. jirovecii cannot be reliably cultured in vitro, it has proven difficult to study and gaps in our understanding of the organism persist. The release of a draft genome for the organism opens the door for the development of new genotyping approaches for studying its molecular epidemiology and global population structure. We identified and validated 8 putatively neutral microsatellite markers and 1 microsatellite marker linked to the dihydropteroate synthase gene (dhps), the enzymatic target of sulfa drugs used for PcP prevention and treatment. Using these tools, we analyzed P. jirovecii isolates from HIV-infected patients from three geographically distant populations: Uganda, the United States, and Spain. Among the 8 neutral markers, we observed high levels of allelic heterozygosity (average He, 0.586 to 0.842). Consistent with past reports, we observed limited global population structuring, with only the Ugandan isolates showing minor differentiation from the other two populations. In Ugandan isolates that harbored mutations in dhps, the microsatellite locus linked to dhps demonstrated a depressed He, consistent with positive directional selection for sulfa resistance mutations. Using a subset of these microsatellites, analyses of individual and paired samples from infections in San Francisco, CA, showed reliable typeability within a single infection and high discriminatory power between infections. These features suggest that this novel microsatellite typing approach will be an effective tool for molecular-epidemiological investigations into P. jirovecii population structure, transmission, and drug resistance.


Emerging Infectious Diseases | 2014

Genetic Evidence of Importation of Drug-Resistant Plasmodium falciparum to Guatemala from the Democratic Republic of the Congo

Jaymin C. Patel; Steve M. Taylor; Patricia Juliao; Christian M. Parobek; Mark Janko; Luis Demetrio Gonzalez; Lucia Ortiz; Norma Padilla; Antoinette Tshefu; Michael Emch; Venkatachalam Udhayakumar; Kim A. Lindblade; Steven R. Meshnick

Molecular markers and population genetics were effective tracking tools.

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Jonathan J. Juliano

University of North Carolina at Chapel Hill

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Steven R. Meshnick

University of North Carolina at Chapel Hill

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Jeffrey A. Bailey

University of Massachusetts Medical School

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Hajime Kanamori

University of North Carolina at Chapel Hill

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Nicholas J. Hathaway

University of Massachusetts Medical School

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William A. Rutala

University of North Carolina at Chapel Hill

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David L. Saunders

Wellcome Trust Sanger Institute

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David J. Weber

University of North Carolina at Chapel Hill

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