2023
Incorporating variant frequencies data into short-term forecasting for COVID-19 cases and deaths in the USA: a deep learning approach
Du H, Dong E, Badr H, Petrone M, Grubaugh N, Gardner L. Incorporating variant frequencies data into short-term forecasting for COVID-19 cases and deaths in the USA: a deep learning approach. EBioMedicine 2023, 89: 104482. PMID: 36821889, PMCID: PMC9943054, DOI: 10.1016/j.ebiom.2023.104482.Peer-Reviewed Original ResearchNasal host response-based screening for undiagnosed respiratory viruses: a pathogen surveillance and detection study
Cheemarla N, Hanron A, Fauver J, Bishai J, Watkins T, Brito A, Zhao D, Alpert T, Vogels C, Ko A, Schulz W, Landry M, Grubaugh N, van Dijk D, Foxman E. Nasal host response-based screening for undiagnosed respiratory viruses: a pathogen surveillance and detection study. The Lancet Microbe 2023, 4: e38-e46. PMID: 36586415, PMCID: PMC9835789, DOI: 10.1016/s2666-5247(22)00296-8.Peer-Reviewed Original ResearchConceptsRespiratory virus panelPg/mLCXCL10 concentrationsSARS-CoV-2Bacterial pathobiontsRespiratory virusesSARS-CoV-2 negative samplesViral respiratory infectionsSARS-CoV-2 positive samplesClinical virology laboratoryHealth care systemVirus-positive samplesQuantitative RT-PCRInfluenza C virusSymptomatic patientsRespiratory infectionsSeasonal coronavirusesNasopharyngeal swabsVirus panelC virusCommon virusesCXCL10Host responseInterferon responseVirology laboratory
2022
Combining genomic and epidemiological data to compare the transmissibility of SARS-CoV-2 variants Alpha and Iota
Petrone ME, Rothman JE, Breban MI, Ott IM, Russell A, Lasek-Nesselquist E, Badr H, Kelly K, Omerza G, Renzette N, Watkins AE, Kalinich CC, Alpert T, Brito AF, Earnest R, Tikhonova IR, Castaldi C, Kelly JP, Shudt M, Plitnick J, Schneider E, Murphy S, Neal C, Laszlo E, Altajar A, Pearson C, Muyombwe A, Downing R, Razeq J, Niccolai L, Wilson MS, Anderson ML, Wang J, Liu C, Hui P, Mane S, Taylor BP, Hanage WP, Landry ML, Peaper DR, Bilguvar K, Fauver JR, Vogels CBF, Gardner LM, Pitzer VE, St. George K, Adams MD, Grubaugh ND. Combining genomic and epidemiological data to compare the transmissibility of SARS-CoV-2 variants Alpha and Iota. Communications Biology 2022, 5: 439. PMID: 35545661, PMCID: PMC9095641, DOI: 10.1038/s42003-022-03347-3.Peer-Reviewed Original ResearchAssessment of Clinical Effectiveness of BNT162b2 COVID-19 Vaccine in US Adolescents
Oliveira CR, Niccolai LM, Sheikha H, Elmansy L, Kalinich CC, Grubaugh ND, Shapiro ED, Billig K, Breban M, Brito A, Earnest R, Fauver J, Koch T, Ott I, Petrone M, Vogels C, Pham K, Tikhonova I, Castaldi C, Mane S, Bilguvar K, De Kumar B, Ferguson D, Kerantzas N, Landry M, Peaper D, Schulz W. Assessment of Clinical Effectiveness of BNT162b2 COVID-19 Vaccine in US Adolescents. JAMA Network Open 2022, 5: e220935. PMID: 35238933, PMCID: PMC8895259, DOI: 10.1001/jamanetworkopen.2022.0935.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionCase-control studyVaccine effectivenessBNT162b2 vaccineSARS-CoV-2Medical recordsAsymptomatic SARS-CoV-2 infectionBNT162b2 COVID-19 vaccineRetrospective case-control studyRT-PCR test resultsSARS-CoV-2 testUS adolescentsReverse transcription polymerase chain reaction testConditional logistic regression modelsTranscription polymerase chain reaction testDoses of vaccineControl participantsClinical trial populationsRelevant clinical dataCase participantsCOVID-19 vaccinePositive test resultsChain reaction testCounty of residenceNegative test results
2021
Emergence of an early SARS-CoV-2 epidemic in the United States
Zeller M, Gangavarapu K, Anderson C, Smither AR, Vanchiere JA, Rose R, Snyder DJ, Dudas G, Watts A, Matteson NL, Robles-Sikisaka R, Marshall M, Feehan AK, Sabino-Santos G, Bell-Kareem AR, Hughes LD, Alkuzweny M, Snarski P, Garcia-Diaz J, Scott RS, Melnik LI, Klitting R, McGraw M, Belda-Ferre P, DeHoff P, Sathe S, Marotz C, Grubaugh ND, Nolan DJ, Drouin AC, Genemaras KJ, Chao K, Topol S, Spencer E, Nicholson L, Aigner S, Yeo GW, Farnaes L, Hobbs CA, Laurent LC, Knight R, Hodcroft EB, Khan K, Fusco DN, Cooper VS, Lemey P, Gardner L, Lamers SL, Kamil JP, Garry RF, Suchard MA, Andersen KG. Emergence of an early SARS-CoV-2 epidemic in the United States. Cell 2021, 184: 4939-4952.e15. PMID: 34508652, PMCID: PMC8313480, DOI: 10.1016/j.cell.2021.07.030.Peer-Reviewed Original ResearchViral dynamics of acute SARS-CoV-2 infection and applications to diagnostic and public health strategies
Kissler SM, Fauver JR, Mack C, Olesen SW, Tai C, Shiue KY, Kalinich CC, Jednak S, Ott IM, Vogels CBF, Wohlgemuth J, Weisberger J, DiFiori J, Anderson DJ, Mancell J, Ho DD, Grubaugh ND, Grad YH. Viral dynamics of acute SARS-CoV-2 infection and applications to diagnostic and public health strategies. PLOS Biology 2021, 19: e3001333. PMID: 34252080, PMCID: PMC8297933, DOI: 10.1371/journal.pbio.3001333.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionViral RNA concentrationClearance phaseAcute SARS-CoV-2 infectionReverse transcription-PCR testingPeak viral concentrationPersistent viral RNAPositive PCR testTranscription-PCR testingViral proliferationPublic health strategiesRNA concentrationViral concentrationInfection stagesCycle threshold valuesAcute infectionAsymptomatic individualsTest turnaround timeSymptomatic individualsClinical measuresHealth strategiesPatient progressPCR testingInfectionViral dynamicsEarly introductions and transmission of SARS-CoV-2 variant B.1.1.7 in the United States
Alpert T, Brito AF, Lasek-Nesselquist E, Rothman J, Valesano AL, MacKay MJ, Petrone ME, Breban MI, Watkins AE, Vogels CBF, Kalinich CC, Dellicour S, Russell A, Kelly JP, Shudt M, Plitnick J, Schneider E, Fitzsimmons WJ, Khullar G, Metti J, Dudley JT, Nash M, Beaubier N, Wang J, Liu C, Hui P, Muyombwe A, Downing R, Razeq J, Bart SM, Grills A, Morrison SM, Murphy S, Neal C, Laszlo E, Rennert H, Cushing M, Westblade L, Velu P, Craney A, Cong L, Peaper DR, Landry ML, Cook PW, Fauver JR, Mason CE, Lauring AS, St George K, MacCannell DR, Grubaugh ND. Early introductions and transmission of SARS-CoV-2 variant B.1.1.7 in the United States. Cell 2021, 184: 2595-2604.e13. PMID: 33891875, PMCID: PMC8018830, DOI: 10.1016/j.cell.2021.03.061.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 lineage B.1.1.7SARS-CoV-2 variant B.1.1.7Global public health concernPublic health concernPublic health responseCOVID-19 casesLineage B.1.1.7Variant B.1.1.7Health responseHealth concernB.1.1.7Increased transmissibilityEarly introductionGenomic surveillanceUnited StatesDiagnostic dataDominant lineageIncreased SARS-CoV-2 Testing Capacity with Pooled Saliva Samples - Volume 27, Number 4—April 2021 - Emerging Infectious Diseases journal - CDC
Watkins AE, Fenichel EP, Weinberger DM, Vogels CBF, Brackney DE, Casanovas-Massana A, Campbell M, Fournier J, Bermejo S, Datta R, Dela Cruz CS, Farhadian SF, Iwasaki A, Ko AI, Grubaugh ND, Wyllie AL, . Increased SARS-CoV-2 Testing Capacity with Pooled Saliva Samples - Volume 27, Number 4—April 2021 - Emerging Infectious Diseases journal - CDC. Emerging Infectious Diseases 2021, 27: 1184-1187. PMID: 33755009, PMCID: PMC8007323, DOI: 10.3201/eid2704.204200.Peer-Reviewed Original ResearchTracking smell loss to identify healthcare workers with SARS-CoV-2 infection
Weiss JJ, Attuquayefio TN, White EB, Li F, Herz RS, White TL, Campbell M, Geng B, Datta R, Wyllie AL, Grubaugh ND, Casanovas-Massana A, Muenker MC, Moore AJ, Handoko R, Iwasaki A, Martinello RA, Ko AI, Small DM, Farhadian SF, Team T. Tracking smell loss to identify healthcare workers with SARS-CoV-2 infection. PLOS ONE 2021, 16: e0248025. PMID: 33657167, PMCID: PMC7928484, DOI: 10.1371/journal.pone.0248025.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionSARS-CoV-2 positive healthcare workersSmell lossHealthcare workersHome assessmentNeurological symptomsPositive SARS-CoV-2 testSARS-CoV-2 test positivitySARS-CoV-2 testPolymerase chain reaction testingReal-time quantitative polymerase chain reaction testingQuantitative polymerase chain reaction testingCOVID-19 patientsHigh-risk groupHigh-risk individualsSARS-CoV-2Self-reported changesProspective studyTest positivityAsymptomatic infectionSymptom SurveyVulnerable patientsHigh riskPositive testRisk individuals
2020
Detection of SARS-CoV-2 RNA by multiplex RT-qPCR
Kudo E, Israelow B, Vogels CBF, Lu P, Wyllie AL, Tokuyama M, Venkataraman A, Brackney DE, Ott IM, Petrone ME, Earnest R, Lapidus S, Muenker MC, Moore AJ, Casanovas-Massana A, Team Y, Omer SB, Dela Cruz CS, Farhadian SF, Ko AI, Grubaugh ND, Iwasaki A. Detection of SARS-CoV-2 RNA by multiplex RT-qPCR. PLOS Biology 2020, 18: e3000867. PMID: 33027248, PMCID: PMC7571696, DOI: 10.1371/journal.pbio.3000867.Peer-Reviewed Original ResearchMeSH KeywordsBetacoronavirusCase-Control StudiesClinical Laboratory TechniquesCoronavirus InfectionsCOVID-19COVID-19 TestingDNA PrimersHEK293 CellsHumansLimit of DetectionMultiplex Polymerase Chain ReactionNasopharynxPandemicsPneumonia, ViralReagent Kits, DiagnosticReverse Transcriptase Polymerase Chain ReactionRNA, ViralSARS-CoV-2United StatesConceptsSARS-CoV-2 RNAMultiplex RT-qPCRRT-qPCRSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) testingSARS-CoV-2Quantitative reverse transcription PCRCycle threshold valuesReverse transcription-PCRRT-qPCR assaysDisease controlMultiplex RT-qPCR assayTranscription-PCRAssaysSingle assayLow copy numberCoast-to-Coast Spread of SARS-CoV-2 during the Early Epidemic in the United States
Fauver JR, Petrone ME, Hodcroft EB, Shioda K, Ehrlich HY, Watts AG, Vogels CBF, Brito AF, Alpert T, Muyombwe A, Razeq J, Downing R, Cheemarla NR, Wyllie AL, Kalinich CC, Ott IM, Quick J, Loman NJ, Neugebauer KM, Greninger AL, Jerome KR, Roychoudhury P, Xie H, Shrestha L, Huang ML, Pitzer VE, Iwasaki A, Omer SB, Khan K, Bogoch II, Martinello RA, Foxman EF, Landry ML, Neher RA, Ko AI, Grubaugh ND. Coast-to-Coast Spread of SARS-CoV-2 during the Early Epidemic in the United States. Cell 2020, 181: 990-996.e5. PMID: 32386545, PMCID: PMC7204677, DOI: 10.1016/j.cell.2020.04.021.Peer-Reviewed Original ResearchConceptsSARS-CoV-2Federal travel restrictionsSARS-CoV-2 transmissionCOVID-19 patientsCoronavirus SARS-CoV-2SARS-CoV-2 introductionsEarly SARS-CoV-2 transmissionPattern of spreadSustained transmissionLocal surveillanceEarly epidemicInternational importationCOVID-19 outbreakUnited StatesViral genomeInternational travel patternsPatientsCritical needTravel restrictions
2019
Twenty years of West Nile virus spread and evolution in the Americas visualized by Nextstrain
Hadfield J, Brito AF, Swetnam DM, Vogels CBF, Tokarz RE, Andersen KG, Smith RC, Bedford T, Grubaugh ND. Twenty years of West Nile virus spread and evolution in the Americas visualized by Nextstrain. PLOS Pathogens 2019, 15: e1008042. PMID: 31671157, PMCID: PMC6822705, DOI: 10.1371/journal.ppat.1008042.Peer-Reviewed Original Research
2017
Zika virus evolution and spread in the Americas
Metsky HC, Matranga CB, Wohl S, Schaffner SF, Freije CA, Winnicki SM, West K, Qu J, Baniecki ML, Gladden-Young A, Lin AE, Tomkins-Tinch CH, Ye SH, Park DJ, Luo CY, Barnes KG, Shah RR, Chak B, Barbosa-Lima G, Delatorre E, Vieira YR, Paul LM, Tan AL, Barcellona CM, Porcelli MC, Vasquez C, Cannons AC, Cone MR, Hogan KN, Kopp EW, Anzinger JJ, Garcia KF, Parham LA, Ramírez RMG, Montoya MCM, Rojas DP, Brown CM, Hennigan S, Sabina B, Scotland S, Gangavarapu K, Grubaugh ND, Oliveira G, Robles-Sikisaka R, Rambaut A, Gehrke L, Smole S, Halloran ME, Villar L, Mattar S, Lorenzana I, Cerbino-Neto J, Valim C, Degrave W, Bozza PT, Gnirke A, Andersen KG, Isern S, Michael SF, Bozza FA, Souza TML, Bosch I, Yozwiak NL, MacInnis BL, Sabeti PC. Zika virus evolution and spread in the Americas. Nature 2017, 546: 411-415. PMID: 28538734, PMCID: PMC5563848, DOI: 10.1038/nature22402.Peer-Reviewed Original Research