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Dive into the research topics where Nathan D. Grubaugh is active.

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Featured researches published by Nathan D. Grubaugh.


Nature | 2017

Establishment and cryptic transmission of Zika virus in Brazil and the Americas

Nuno Rodrigues Faria; Josh Quick; Julien Thézé; J. G. de Jesus; Marta Giovanetti; Moritz U. G. Kraemer; Sarah C. Hill; Allison Black; A. C. da Costa; Luciano Franco; Sandro Patroca da Silva; Chieh-Hsi Wu; Jayna Raghwani; Simon Cauchemez; L. du Plessis; M. P. Verotti; W. K. de Oliveira; E. H. Carmo; Giovanini Evelim Coelho; A. C. F. S. Santelli; L. C. Vinhal; C. M. Henriques; Jared T. Simpson; Matthew Loose; Kristian G. Andersen; Nathan D. Grubaugh; Sneha Somasekar; Charles Y. Chiu; José Esteban Muñoz-Medina; César González-Bonilla

Transmission of Zika virus (ZIKV) in the Americas was first confirmed in May 2015 in northeast Brazil. Brazil has had the highest number of reported ZIKV cases worldwide (more than 200,000 by 24 December 2016) and the most cases associated with microcephaly and other birth defects (2,366 confirmed by 31 December 2016). Since the initial detection of ZIKV in Brazil, more than 45 countries in the Americas have reported local ZIKV transmission, with 24 of these reporting severe ZIKV-associated disease. However, the origin and epidemic history of ZIKV in Brazil and the Americas remain poorly understood, despite the value of this information for interpreting observed trends in reported microcephaly. Here we address this issue by generating 54 complete or partial ZIKV genomes, mostly from Brazil, and reporting data generated by a mobile genomics laboratory that travelled across northeast Brazil in 2016. One sequence represents the earliest confirmed ZIKV infection in Brazil. Analyses of viral genomes with ecological and epidemiological data yield an estimate that ZIKV was present in northeast Brazil by February 2014 and is likely to have disseminated from there, nationally and internationally, before the first detection of ZIKV in the Americas. Estimated dates for the international spread of ZIKV from Brazil indicate the duration of pre-detection cryptic transmission in recipient regions. The role of northeast Brazil in the establishment of ZIKV in the Americas is further supported by geographic analysis of ZIKV transmission potential and by estimates of the basic reproduction number of the virus.


Nature | 2017

Zika virus evolution and spread in the Americas

Hayden C. Metsky; Christian B. Matranga; Shirlee Wohl; Stephen F. Schaffner; Catherine A. Freije; Sarah M. Winnicki; Kendra West; James Qu; Mary Lynn Baniecki; Adrianne Gladden-Young; Aaron E. Lin; Christopher Tomkins-Tinch; Simon H. Ye; Daniel J. Park; Cynthia Y. Luo; Kayla G. Barnes; Rickey R. Shah; Bridget Chak; Giselle Barbosa-Lima; Edson Delatorre; Yasmine Rangel Vieira; Lauren M. Paul; Amanda L. Tan; Carolyn M. Barcellona; Mario C. Porcelli; Chalmers Vasquez; Andrew Cannons; Marshall R. Cone; Kelly N. Hogan; Edgar W. Kopp

Although the recent Zika virus (ZIKV) epidemic in the Americas and its link to birth defects have attracted a great deal of attention, much remains unknown about ZIKV disease epidemiology and ZIKV evolution, in part owing to a lack of genomic data. Here we address this gap in knowledge by using multiple sequencing approaches to generate 110 ZIKV genomes from clinical and mosquito samples from 10 countries and territories, greatly expanding the observed viral genetic diversity from this outbreak. We analysed the timing and patterns of introductions into distinct geographic regions; our phylogenetic evidence suggests rapid expansion of the outbreak in Brazil and multiple introductions of outbreak strains into Puerto Rico, Honduras, Colombia, other Caribbean islands, and the continental United States. We find that ZIKV circulated undetected in multiple regions for many months before the first locally transmitted cases were confirmed, highlighting the importance of surveillance of viral infections. We identify mutations with possible functional implications for ZIKV biology and pathogenesis, as well as those that might be relevant to the effectiveness of diagnostic tests.


Nature | 2017

Genomic epidemiology reveals multiple introductions of Zika virus into the United States

Nathan D. Grubaugh; Jason T. Ladner; Moritz U. G. Kraemer; Gytis Dudas; Amanda L. Tan; Karthik Gangavarapu; Michael R. Wiley; Stephen White; Julien Thézé; Diogo M. Magnani; Karla Prieto; Daniel Reyes; Andrea M. Bingham; Lauren M. Paul; Refugio Robles-Sikisaka; Glenn Oliveira; Darryl Pronty; Carolyn M. Barcellona; Hayden C. Metsky; Mary Lynn Baniecki; Kayla G. Barnes; Bridget Chak; Catherine A. Freije; Adrianne Gladden-Young; Andreas Gnirke; Cynthia Y. Luo; Bronwyn MacInnis; Christian B. Matranga; Daniel J. Park; James Qu

Zika virus (ZIKV) is causing an unprecedented epidemic linked to severe congenital abnormalities. In July 2016, mosquito-borne ZIKV transmission was reported in the continental United States; since then, hundreds of locally acquired infections have been reported in Florida. To gain insights into the timing, source, and likely route(s) of ZIKV introduction, we tracked the virus from its first detection in Florida by sequencing ZIKV genomes from infected patients and Aedes aegypti mosquitoes. We show that at least 4 introductions, but potentially as many as 40, contributed to the outbreak in Florida and that local transmission is likely to have started in the spring of 2016—several months before its initial detection. By analysing surveillance and genetic data, we show that ZIKV moved among transmission zones in Miami. Our analyses show that most introductions were linked to the Caribbean, a finding corroborated by the high incidence rates and traffic volumes from the region into the Miami area. Our study provides an understanding of how ZIKV initiates transmission in new regions.


Nature Protocols | 2017

Multiplex PCR method for MinION and Illumina sequencing of Zika and other virus genomes directly from clinical samples

Joshua Quick; Nathan D. Grubaugh; Steven T. Pullan; Ingra M Claro; Andrew D Smith; Karthik Gangavarapu; Glenn Oliveira; Refugio Robles-Sikisaka; Thomas F. Rogers; Nathan Beutler; Dennis R. Burton; Lia Laura Lewis-Ximenez; Jaqueline Goes Jesus; Marta Giovanetti; Sarah C. Hill; Allison Black; Trevor Bedford; Miles W. Carroll; Márcio Roberto Teixeira Nunes; Luiz Carlos Junior Alcantara; Ester C. Sabino; Sally A. Baylis; Nuno Rodrigues Faria; Matthew Loose; Jared T. Simpson; Oliver G. Pybus; Kristian G. Andersen; Nicholas J. Loman

Genome sequencing has become a powerful tool for studying emerging infectious diseases; however, genome sequencing directly from clinical samples (i.e., without isolation and culture) remains challenging for viruses such as Zika, for which metagenomic sequencing methods may generate insufficient numbers of viral reads. Here we present a protocol for generating coding-sequence-complete genomes, comprising an online primer design tool, a novel multiplex PCR enrichment protocol, optimized library preparation methods for the portable MinION sequencer (Oxford Nanopore Technologies) and the Illumina range of instruments, and a bioinformatics pipeline for generating consensus sequences. The MinION protocol does not require an Internet connection for analysis, making it suitable for field applications with limited connectivity. Our method relies on multiplex PCR for targeted enrichment of viral genomes from samples containing as few as 50 genome copies per reaction. Viral consensus sequences can be achieved in 1–2 d by starting with clinical samples and following a simple laboratory workflow. This method has been successfully used by several groups studying Zika virus evolution and is facilitating an understanding of the spread of the virus in the Americas. The protocol can be used to sequence other viral genomes using the online Primal Scheme primer designer software. It is suitable for sequencing either RNA or DNA viruses in the field during outbreaks or as an inexpensive, convenient method for use in the lab.


Cell | 2016

Ebola Virus Glycoprotein with Increased Infectivity Dominated the 2013–2016 Epidemic

William E. Diehl; Aaron E. Lin; Nathan D. Grubaugh; Luiz Max Carvalho; Kyusik Kim; Pyae Phyo Kyawe; Sean M. McCauley; Elisa Donnard; Alper Kucukural; Patrick McDonel; Stephen F. Schaffner; Manuel Garber; Andrew Rambaut; Kristian G. Andersen; Pardis C. Sabeti; Jeremy Luban

Summary The magnitude of the 2013–2016 Ebola virus disease (EVD) epidemic enabled an unprecedented number of viral mutations to occur over successive human-to-human transmission events, increasing the probability that adaptation to the human host occurred during the outbreak. We investigated one nonsynonymous mutation, Ebola virus (EBOV) glycoprotein (GP) mutant A82V, for its effect on viral infectivity. This mutation, located at the NPC1-binding site on EBOV GP, occurred early in the 2013–2016 outbreak and rose to high frequency. We found that GP-A82V had heightened ability to infect primate cells, including human dendritic cells. The increased infectivity was restricted to cells that have primate-specific NPC1 sequences at the EBOV interface, suggesting that this mutation was indeed an adaptation to the human host. GP-A82V was associated with increased mortality, consistent with the hypothesis that the heightened intrinsic infectivity of GP-A82V contributed to disease severity during the EVD epidemic.


Malaria Journal | 2014

Evaluation of ivermectin mass drug administration for malaria transmission control across different West African environments

Haoues Alout; Benjamin J. Krajacich; Jacob I. Meyers; Nathan D. Grubaugh; Doug E. Brackney; Kevin C. Kobylinski; Joseph W. Diclaro; Fatorma K. Bolay; Lawrence S. Fakoli; Abdoulaye Diabaté; Roch K. Dabiré; Roland W Bougma; Brian D. Foy

BackgroundMass drug administration (MDA) of ivermectin to humans for control and elimination of filarial parasites can kill biting malaria vectors and lead to Plasmodium transmission reduction. This study examines the degree and duration of mosquitocidal effects resulting from single MDAs conducted in three different West African countries, and the subsequent reductions in parity and Plasmodium sporozoite rates.MethodsIndoor-resting, blood-fed and outdoor host-seeking Anopheles spp. were captured on days surrounding MDAs from 2008–2013 in Senegalese, Liberian and Burkinabé villages. Mortality was assessed on a portion of the indoor collection, and parity status was determined on host-seeking mosquitoes. The effect of MDA was then analysed against the time relative to the MDA, the distributed drugs and environmental variables.ResultsAnopheles gambiae survivorship was reduced by 33.9% for one week following MDA and parity rates were significantly reduced for more than two weeks after the MDAs. Sporozoite rates were significantly reduced by >77% for two weeks following the MDAs in treatment villages despite occurring in the middle of intense transmission seasons. These observed effects were consistent across three different West African transmission dynamics.ConclusionsThese data provide a comprehensive and crucial evidence base for the significant reduction in malaria transmission following single ivermectin MDAs across diverse field sites. Despite the limited duration of transmission reduction, these results support the hypothesis that repeated MDAs with optimal timing could help sustainably control malaria as well as filarial transmission.


Virology | 2016

West African Anopheles gambiae mosquitoes harbor a taxonomically diverse virome including new insect-specific flaviviruses, mononegaviruses, and totiviruses.

Joseph R. Fauver; Nathan D. Grubaugh; Benjamin J. Krajacich; James Weger-Lucarelli; Steven M. Lakin; Lawrence S. Fakoli; Fatorma K. Bolay; Joseph W. Diclaro; Kounbobr Roch Dabiré; Brian D. Foy; Doug E. Brackney; Gregory D. Ebel; Mark D. Stenglein

Anopheles gambiae are a major vector of malaria in sub-Saharan Africa. Viruses that naturally infect these mosquitoes may impact their physiology and ability to transmit pathogens. We therefore used metagenomics sequencing to search for viruses in adult Anopheles mosquitoes collected from Liberia, Senegal, and Burkina Faso. We identified a number of virus and virus-like sequences from mosquito midgut contents, including 14 coding-complete genome segments and 26 partial sequences. The coding-complete sequences define new viruses in the order Mononegavirales, and the families Flaviviridae, and Totiviridae. The identification of a flavivirus infecting Anopheles mosquitoes broadens our understanding of the evolution and host range of this virus family. This study increases our understanding of virus diversity in general, begins to define the virome of a medically important vector in its natural setting, and lays groundwork for future studies examining the potential impact of these viruses on anopheles biology and disease transmission.


Cell Host & Microbe | 2016

Genetic Drift during Systemic Arbovirus Infection of Mosquito Vectors Leads to Decreased Relative Fitness during Host Switching

Nathan D. Grubaugh; James Weger-Lucarelli; Reyes A. Murrieta; Joseph R. Fauver; Selene M. Garcia-Luna; Abhishek N. Prasad; William C. Black; Gregory D. Ebel

The emergence of mosquito-borne RNA viruses, such as West Nile virus (WNV), is facilitated by genetically complex virus populations within hosts. Here, we determine whether WNV enzootic (Culex tarsalis, Cx. quinquefasciatus, and Cx. pipiens) and bridge vectors (Aedes aegypti) have differential impacts on viral mutational diversity and fitness. During systemic mosquito infection, WNV faced stochastic reductions in genetic diversity that rapidly was recovered during intra-tissue population expansions. Interestingly, this intrahost selection and diversification was mosquito species dependent with Cx. tarsalis and Cx. quinquefasciatus exhibiting greater WNV divergence. However, recovered viral populations contained a preponderance of potentially deleterious mutations (i.e., high mutational load) and had lower relative fitness in avian cells compared to input virus. These findings demonstrate that the adaptive potential associated with mosquito transmission varies depending on the mosquito species and carries a significant fitness cost in vertebrates.


Virology | 2013

Isolation and genomic characterization of Chaoyang virus strain ROK144 from Aedes vexans nipponii from the Republic of Korea.

John S. Lee; Nathan D. Grubaugh; John P. Kondig; Michael J. Turell; Heung-Chul Kim; Terry A. Klein; Monica L. O'Guinn

During June 2003, mosquito surveillance was conducted at a US Army installation and a US Military training site 2 km south of the demilitarized zone, Republic of Korea. Mosquitoes were collected using Mosquito Magnets™, sorted to species, and assayed for the presence of arboviruses. From the 3,149 mosquitoes that were sorted into 126 pools, one Aedes vexans nipponii pool (out of 73 pools) tested positive for flavivirus RNA by reverse transcription-PCR. After isolation from C6/36 cell culture supernatant, the viral genome was sequenced and found to be 98.9% related to Chaoyang virus, a potential arthropod-specific flavivirus. This report details the first identification of Chaoyang virus in the Republic of Korea and highlights its relationship to other flaviviruses.


PLOS Pathogens | 2015

Experimental Evolution of an RNA Virus in Wild Birds: Evidence for Host-Dependent Impacts on Population Structure and Competitive Fitness

Nathan D. Grubaugh; Darci R. Smith; Doug E. Brackney; Angela M. Bosco-Lauth; Joseph R. Fauver; Corey L. Campbell; Todd A. Felix; Hannah Romo; Nisha K. Duggal; Elizabeth A. Dietrich; Tyler Eike; Jennifer Beane; Richard A. Bowen; William C. Black; Aaron C. Brault; Gregory D. Ebel

Within hosts, RNA viruses form populations that are genetically and phenotypically complex. Heterogeneity in RNA virus genomes arises due to error-prone replication and is reduced by stochastic and selective mechanisms that are incompletely understood. Defining how natural selection shapes RNA virus populations is critical because it can inform treatment paradigms and enhance control efforts. We allowed West Nile virus (WNV) to replicate in wild-caught American crows, house sparrows and American robins to assess how natural selection shapes RNA virus populations in ecologically relevant hosts that differ in susceptibility to virus-induced mortality. After five sequential passages in each bird species, we examined the phenotype and population diversity of WNV through fitness competition assays and next generation sequencing. We demonstrate that fitness gains occur in a species-specific manner, with the greatest replicative fitness gains in robin-passaged WNV and the least in WNV passaged in crows. Sequencing data revealed that intrahost WNV populations were strongly influenced by purifying selection and the overall complexity of the viral populations was similar among passaged hosts. However, the selective pressures that control WNV populations seem to be bird species-dependent. Specifically, crow-passaged WNV populations contained the most unique mutations (~1.7× more than sparrows, ~3.4× more than robins) and defective genomes (~1.4× greater than sparrows, ~2.7× greater than robins), but the lowest average mutation frequency (about equal to sparrows, ~2.6× lower than robins). Therefore, our data suggest that WNV replication in the most disease-susceptible bird species is positively associated with virus mutational tolerance, likely via complementation, and negatively associated with the strength of selection. These differences in genetic composition most likely have distinct phenotypic consequences for the virus populations. Taken together, these results reveal important insights into how different hosts may contribute to the emergence of RNA viruses.

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Gregory D. Ebel

Colorado State University

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Brian D. Foy

Colorado State University

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Allison Black

Fred Hutchinson Cancer Research Center

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