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1.
Cell ; 184(5): 1127-1132, 2021 03 04.
Artículo en Inglés | MEDLINE | ID: mdl-33581746

RESUMEN

Recent reports suggest that some SARS-CoV-2 genetic variants, such as B.1.1.7, might be more transmissible and are quickly spreading around the world. As the emergence of more transmissible variants could exacerbate the pandemic, we provide public health guidance for increased surveillance and measures to reduce community transmission.


Asunto(s)
COVID-19/prevención & control , COVID-19/transmisión , Control de Enfermedades Transmisibles , SARS-CoV-2/genética , Factores de Edad , COVID-19/epidemiología , COVID-19/virología , Monitoreo Epidemiológico , Salud Global , Humanos , Programas Obligatorios , Pandemias , SARS-CoV-2/fisiología , Viaje/legislación & jurisprudencia , Reino Unido/epidemiología , Poblaciones Vulnerables
2.
Cell ; 184(19): 4939-4952.e15, 2021 09 16.
Artículo en Inglés | MEDLINE | ID: mdl-34508652

RESUMEN

The emergence of the COVID-19 epidemic in the United States (U.S.) went largely undetected due to inadequate testing. New Orleans experienced one of the earliest and fastest accelerating outbreaks, coinciding with Mardi Gras. To gain insight into the emergence of SARS-CoV-2 in the U.S. and how large-scale events accelerate transmission, we sequenced SARS-CoV-2 genomes during the first wave of the COVID-19 epidemic in Louisiana. We show that SARS-CoV-2 in Louisiana had limited diversity compared to other U.S. states and that one introduction of SARS-CoV-2 led to almost all of the early transmission in Louisiana. By analyzing mobility and genomic data, we show that SARS-CoV-2 was already present in New Orleans before Mardi Gras, and the festival dramatically accelerated transmission. Our study provides an understanding of how superspreading during large-scale events played a key role during the early outbreak in the U.S. and can greatly accelerate epidemics.


Asunto(s)
COVID-19/epidemiología , Epidemias , SARS-CoV-2/fisiología , COVID-19/transmisión , Bases de Datos como Asunto , Brotes de Enfermedades , Humanos , Louisiana/epidemiología , Filogenia , Factores de Riesgo , SARS-CoV-2/clasificación , Texas , Viaje , Estados Unidos/epidemiología
3.
Cell ; 181(5): 990-996.e5, 2020 05 28.
Artículo en Inglés | MEDLINE | ID: mdl-32386545

RESUMEN

The novel coronavirus SARS-CoV-2 was first detected in the Pacific Northwest region of the United States in January 2020, with subsequent COVID-19 outbreaks detected in all 50 states by early March. To uncover the sources of SARS-CoV-2 introductions and patterns of spread within the United States, we sequenced nine viral genomes from early reported COVID-19 patients in Connecticut. Our phylogenetic analysis places the majority of these genomes with viruses sequenced from Washington state. By coupling our genomic data with domestic and international travel patterns, we show that early SARS-CoV-2 transmission in Connecticut was likely driven by domestic introductions. Moreover, the risk of domestic importation to Connecticut exceeded that of international importation by mid-March regardless of our estimated effects of federal travel restrictions. This study provides evidence of widespread sustained transmission of SARS-CoV-2 within the United States and highlights the critical need for local surveillance.


Asunto(s)
Betacoronavirus/genética , Infecciones por Coronavirus/transmisión , Neumonía Viral/transmisión , Viaje , Betacoronavirus/aislamiento & purificación , COVID-19 , Connecticut/epidemiología , Infecciones por Coronavirus/epidemiología , Infecciones por Coronavirus/virología , Monitoreo Epidemiológico , Humanos , Funciones de Verosimilitud , Pandemias , Filogenia , Neumonía Viral/epidemiología , Neumonía Viral/virología , SARS-CoV-2 , Viaje/legislación & jurisprudencia , Estados Unidos/epidemiología , Washingtón/epidemiología
4.
Nature ; 595(7869): 707-712, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34098568

RESUMEN

Following its emergence in late 2019, the spread of SARS-CoV-21,2 has been tracked by phylogenetic analysis of viral genome sequences in unprecedented detail3-5. Although the virus spread globally in early 2020 before borders closed, intercontinental travel has since been greatly reduced. However, travel within Europe resumed in the summer of 2020. Here we report on a SARS-CoV-2 variant, 20E (EU1), that was identified in Spain in early summer 2020 and subsequently spread across Europe. We find no evidence that this variant has increased transmissibility, but instead demonstrate how rising incidence in Spain, resumption of travel, and lack of effective screening and containment may explain the variant's success. Despite travel restrictions, we estimate that 20E (EU1) was introduced hundreds of times to European countries by summertime travellers, which is likely to have undermined local efforts to minimize infection with SARS-CoV-2. Our results illustrate how a variant can rapidly become dominant even in the absence of a substantial transmission advantage in favourable epidemiological settings. Genomic surveillance is critical for understanding how travel can affect transmission of SARS-CoV-2, and thus for informing future containment strategies as travel resumes.


Asunto(s)
COVID-19/transmisión , COVID-19/virología , SARS-CoV-2/aislamiento & purificación , Estaciones del Año , COVID-19/diagnóstico , COVID-19/epidemiología , Europa (Continente)/epidemiología , Genotipo , Humanos , Filogenia , SARS-CoV-2/genética , Factores de Tiempo , Viaje/legislación & jurisprudencia , Viaje/estadística & datos numéricos
5.
Proc Natl Acad Sci U S A ; 120(12): e2220320120, 2023 03 21.
Artículo en Inglés | MEDLINE | ID: mdl-36917669

RESUMEN

Pre-existing SARS-CoV-2-reactive T cells have been identified in SARS-CoV-2-unexposed individuals, potentially modulating COVID-19 and vaccination outcomes. Here, we provide evidence that functional cross-reactive memory CD4+ T cell immunity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is established in early childhood, mirroring early seroconversion with seasonal human coronavirus OC43. Humoral and cellular immune responses against OC43 and SARS-CoV-2 were assessed in SARS-CoV-2-unexposed children (paired samples at age two and six) and adults (age 26 to 83). Pre-existing SARS-CoV-2-reactive CD4+ T cell responses targeting spike, nucleocapsid, and membrane were closely linked to the frequency of OC43-specific memory CD4+ T cells in childhood. The functional quality of the cross-reactive memory CD4+ T cell responses targeting SARS-CoV-2 spike, but not nucleocapsid, paralleled OC43-specific T cell responses. OC43-specific antibodies were prevalent already at age two. However, they did not increase further with age, contrasting with the antibody magnitudes against HKU1 (ß-coronavirus), 229E and NL63 (α-coronaviruses), rhinovirus, Epstein-Barr virus (EBV), and influenza virus, which increased after age two. The quality of the memory CD4+ T cell responses peaked at age six and subsequently declined with age, with diminished expression of interferon (IFN)-γ, interleukin (IL)-2, tumor necrosis factor (TNF), and CD38 in late adulthood. Age-dependent qualitative differences in the pre-existing SARS-CoV-2-reactive T cell responses may reflect the ability of the host to control coronavirus infections and respond to vaccination.


Asunto(s)
COVID-19 , Infecciones por Virus de Epstein-Barr , Preescolar , Adulto , Niño , Humanos , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , SARS-CoV-2 , Linfocitos T , Herpesvirus Humano 4 , Linfocitos T CD4-Positivos , Glicoproteína de la Espiga del Coronavirus , Anticuerpos Antivirales , Reacciones Cruzadas
6.
PLoS Pathog ; 19(8): e1011553, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37561788

RESUMEN

The SARS-CoV-2 pandemic has led to the emergence of various variants of concern (VoCs) that are associated with increased transmissibility, immune evasion, or differences in disease severity. The emergence of VoCs fueled interest in understanding the potential impact of travel restrictions and surveillance strategies to prevent or delay the early spread of VoCs. We performed phylogenetic analyses and mathematical modeling to study the importation and spread of the VoCs Alpha and Delta in Switzerland in 2020 and 2021. Using a phylogenetic approach, we estimated between 383-1,038 imports of Alpha and 455-1,347 imports of Delta into Switzerland. We then used the results from the phylogenetic analysis to parameterize a dynamic transmission model that accurately described the subsequent spread of Alpha and Delta. We modeled different counterfactual intervention scenarios to quantify the potential impact of border closures and surveillance of travelers on the spread of Alpha and Delta. We found that implementing border closures after the announcement of VoCs would have been of limited impact to mitigate the spread of VoCs. In contrast, increased surveillance of travelers could prove to be an effective measure for delaying the spread of VoCs in situations where their severity remains unclear. Our study shows how phylogenetic analysis in combination with dynamic transmission models can be used to estimate the number of imported SARS-CoV-2 variants and the potential impact of different intervention scenarios to inform the public health response during the pandemic.


Asunto(s)
COVID-19 , SARS-CoV-2 , Humanos , Filogenia , SARS-CoV-2/genética , Suiza/epidemiología , COVID-19/epidemiología , Pandemias
7.
PLoS Biol ; 20(8): e3001769, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35998195

RESUMEN

We propose a novel, non-discriminatory classification of monkeypox virus diversity. Together with the World Health Organization, we named three clades (I, IIa and IIb) in order of detection. Within IIb, the cause of the current global outbreak, we identified multiple lineages (A.1, A.2, A.1.1 and B.1) to support real-time genomic surveillance.


Asunto(s)
Monkeypox virus , Mpox , Brotes de Enfermedades , Genómica , Humanos , Mpox/diagnóstico , Mpox/epidemiología , Monkeypox virus/genética
8.
J Infect Dis ; 2024 Mar 28.
Artículo en Inglés | MEDLINE | ID: mdl-38547499

RESUMEN

Enterovirus D68 (EV-D68) infections are associated with severe respiratory disease and acute flaccid myelitis (AFM). The European Non-Polio Enterovirus Network (ENPEN) aimed to investigate the epidemiological and genetic characteristics of EV-D68 and its clinical impact during the fall-winter season of 2021/22. From 19 European countries, 58 institutes reported 10,481 (6.8%) EV-positive samples of which 1,004 (9.6%) were identified as EV-D68 (852 respiratory samples). Clinical data was reported for 969 cases. 78.9% of infections were reported in children (0-5 years); 37.9% of cases were hospitalised. Acute respiratory distress was commonly noted (93.1%) followed by fever (49.4%). Neurological problems were observed in 6.4% of cases with six reported with AFM. Phylodynamic/Nextstrain and phylogenetic analyses based on 694 sequences showed the emergence of two novel B3-derived lineages, with no regional clustering. In conclusion, we describe a large-scale EV-D68 European upsurge with severe clinical impact and the emergence of B3-derived lineages.

9.
PLoS Pathog ; 18(5): e1010515, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35639811

RESUMEN

Worldwide outbreaks of enterovirus D68 (EV-D68) in 2014 and 2016 have caused serious respiratory and neurological disease. We collected samples from several European countries during the 2018 outbreak and determined 53 near full-length genome ('whole genome') sequences. These sequences were combined with 718 whole genome and 1,987 VP1-gene publicly available sequences. In 2018, circulating strains clustered into multiple subgroups in the B3 and A2 subclades, with different phylogenetic origins. Clusters in subclade B3 emerged from strains circulating primarily in the US and Europe in 2016, though some had deeper roots linking to Asian strains, while clusters in A2 traced back to strains detected in East Asia in 2015-2016. In 2018, all sequences from the USA formed a distinct subgroup, containing only three non-US samples. Alongside the varied origins of seasonal strains, we found that diversification of these variants begins up to 18 months prior to the first diagnostic detection during a EV-D68 season. EV-D68 displays strong signs of continuous antigenic evolution and all 2018 A2 strains had novel patterns in the putative neutralizing epitopes in the BC- and DE-loops. The pattern in the BC-loop of the USA B3 subgroup had not been detected on that continent before. Patients with EV-D68 in subclade A2 were significantly older than patients with a B3 subclade virus. In contrast to other subclades, the age distribution of A2 is distinctly bimodal and was found primarily among children and in the elderly. We hypothesize that EV-D68's rapid evolution of surface proteins, extensive diversity, and high rate of geographic mixing could be explained by substantial reinfection of adults. Better understanding of evolution and immunity across diverse viral pathogens, including EV-D68 and SARS-CoV-2, is critical to pandemic preparedness in the future.


Asunto(s)
COVID-19 , Enterovirus Humano D , Infecciones por Enterovirus , Infecciones del Sistema Respiratorio , Adulto , Anciano , Niño , Demografía , Brotes de Enfermedades , Enterovirus Humano D/genética , Infecciones por Enterovirus/epidemiología , Humanos , Filogenia , SARS-CoV-2
10.
PLoS Biol ; 19(5): e3001236, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33961632

RESUMEN

With the emergence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) variants that may increase transmissibility and/or cause escape from immune responses, there is an urgent need for the targeted surveillance of circulating lineages. It was found that the B.1.1.7 (also 501Y.V1) variant, first detected in the United Kingdom, could be serendipitously detected by the Thermo Fisher TaqPath COVID-19 PCR assay because a key deletion in these viruses, spike Δ69-70, would cause a "spike gene target failure" (SGTF) result. However, a SGTF result is not definitive for B.1.1.7, and this assay cannot detect other variants of concern (VOC) that lack spike Δ69-70, such as B.1.351 (also 501Y.V2), detected in South Africa, and P.1 (also 501Y.V3), recently detected in Brazil. We identified a deletion in the ORF1a gene (ORF1a Δ3675-3677) in all 3 variants, which has not yet been widely detected in other SARS-CoV-2 lineages. Using ORF1a Δ3675-3677 as the primary target and spike Δ69-70 to differentiate, we designed and validated an open-source PCR assay to detect SARS-CoV-2 VOC. Our assay can be rapidly deployed in laboratories around the world to enhance surveillance for the local emergence and spread of B.1.1.7, B.1.351, and P.1.


Asunto(s)
COVID-19/virología , SARS-CoV-2/genética , COVID-19/diagnóstico , COVID-19/genética , Cartilla de ADN , Humanos , Reacción en Cadena de la Polimerasa Multiplex/métodos , Mutación , Poliproteínas/genética , Proteínas Virales/genética
11.
PLoS Pathog ; 17(2): e1009373, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33635912

RESUMEN

The evolutionary mechanisms by which SARS-CoV-2 viruses adapt to mammalian hosts and, potentially, undergo antigenic evolution depend on the ways genetic variation is generated and selected within and between individual hosts. Using domestic cats as a model, we show that SARS-CoV-2 consensus sequences remain largely unchanged over time within hosts, while dynamic sub-consensus diversity reveals processes of genetic drift and weak purifying selection. We further identify a notable variant at amino acid position 655 in Spike (H655Y), which was previously shown to confer escape from human monoclonal antibodies. This variant arises rapidly and persists at intermediate frequencies in index cats. It also becomes fixed following transmission in two of three pairs. These dynamics suggest this site may be under positive selection in this system and illustrate how a variant can quickly arise and become fixed in parallel across multiple transmission pairs. Transmission of SARS-CoV-2 in cats involved a narrow bottleneck, with new infections founded by fewer than ten viruses. In RNA virus evolution, stochastic processes like narrow transmission bottlenecks and genetic drift typically act to constrain the overall pace of adaptive evolution. Our data suggest that here, positive selection in index cats followed by a narrow transmission bottleneck may have instead accelerated the fixation of S H655Y, a potentially beneficial SARS-CoV-2 variant. Overall, our study suggests species- and context-specific adaptations are likely to continue to emerge. This underscores the importance of continued genomic surveillance for new SARS-CoV-2 variants as well as heightened scrutiny for signatures of SARS-CoV-2 positive selection in humans and mammalian model systems.


Asunto(s)
COVID-19/veterinaria , Enfermedades de los Gatos/virología , SARS-CoV-2/fisiología , Adaptación Biológica , Animales , Evolución Biológica , COVID-19/transmisión , COVID-19/virología , Gatos , Evolución Molecular , Variación Genética , Humanos , Filogenia , Selección Genética
13.
Emerg Infect Dis ; 27(6): 1616-1626, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34013874

RESUMEN

In 2018, an upsurge in echovirus 30 (E30) infections was reported in Europe. We conducted a large-scale epidemiologic and evolutionary study of 1,329 E30 strains collected in 22 countries in Europe during 2016-2018. Most E30 cases affected persons 0-4 years of age (29%) and 25-34 years of age (27%). Sequences were divided into 6 genetic clades (G1-G6). Most (53%) sequences belonged to G1, followed by G6 (23%), G2 (17%), G4 (4%), G3 (0.3%), and G5 (0.2%). Each clade encompassed unique individual recombinant forms; G1 and G4 displayed >2 unique recombinant forms. Rapid turnover of new clades and recombinant forms occurred over time. Clades G1 and G6 dominated in 2018, suggesting the E30 upsurge was caused by emergence of 2 distinct clades circulating in Europe. Investigation into the mechanisms behind the rapid turnover of E30 is crucial for clarifying the epidemiology and evolution of these enterovirus infections.


Asunto(s)
Infecciones por Echovirus , Infecciones por Enterovirus , Enterovirus Humano B/genética , Europa (Continente) , Genotipo , Humanos , Epidemiología Molecular , Filogenia , Análisis de Secuencia de ADN
14.
Euro Surveill ; 25(32)2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32794443

RESUMEN

We show the distribution of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) genetic clades over time and between countries and outline potential genomic surveillance objectives. We applied three genomic nomenclature systems to all sequence data from the World Health Organization European Region available until 10 July 2020. We highlight the importance of real-time sequencing and data dissemination in a pandemic situation, compare the nomenclatures and lay a foundation for future European genomic surveillance of SARS-CoV-2.


Asunto(s)
Betacoronavirus/genética , Infecciones por Coronavirus/epidemiología , Coronavirus/genética , Genoma Viral/genética , Pandemias , Neumonía Viral/epidemiología , ARN Viral/análisis , ARN Polimerasa Dependiente del ARN/genética , Secuencia de Bases , Betacoronavirus/patogenicidad , COVID-19 , Coronavirus/aislamiento & purificación , Infecciones por Coronavirus/virología , Europa (Continente)/epidemiología , Humanos , Filogeografía , Neumonía Viral/virología , ARN Viral/genética , SARS-CoV-2 , Síndrome Respiratorio Agudo Grave , Análisis Espacio-Temporal , Organización Mundial de la Salud
15.
Euro Surveill ; 25(2)2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31964463

RESUMEN

Enterovirus D68 (EV-D68) was detected in 93 patients from five European countries between 1 January 2019 and 15 January 2020, a season with expected low circulation. Patients were primarily children (n = 67, median age: 4 years), 59 patients required hospitalisation and five had severe neurologic manifestations. Phylogenetic analysis revealed two clusters in the B3 subclade and subclade A2/D. This circulation of EV-D68 associated with neurological manifestations stresses the importance of surveillance and diagnostics beyond expected peak years.


Asunto(s)
Brotes de Enfermedades , Enterovirus Humano D/genética , Enterovirus Humano D/aislamiento & purificación , Infecciones por Enterovirus/diagnóstico , Infecciones por Enterovirus/virología , Enfermedades del Sistema Nervioso/complicaciones , Infecciones del Sistema Respiratorio/virología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Enterovirus Humano D/clasificación , Infecciones por Enterovirus/epidemiología , Europa (Continente)/epidemiología , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Enfermedades del Sistema Nervioso/epidemiología , Filogenia , Reacción en Cadena de la Polimerasa , Vigilancia de la Población , Prevalencia , Infecciones del Sistema Respiratorio/epidemiología , Infecciones del Sistema Respiratorio/fisiopatología , Estaciones del Año , Adulto Joven
16.
Mol Biol Evol ; 34(1): 185-203, 2017 01.
Artículo en Inglés | MEDLINE | ID: mdl-28053012

RESUMEN

Viral phylogenetic methods contribute to understanding how HIV spreads in populations, and thereby help guide the design of prevention interventions. So far, most analyses have been applied to well-sampled concentrated HIV-1 epidemics in wealthy countries. To direct the use of phylogenetic tools to where the impact of HIV-1 is greatest, the Phylogenetics And Networks for Generalized HIV Epidemics in Africa (PANGEA-HIV) consortium generates full-genome viral sequences from across sub-Saharan Africa. Analyzing these data presents new challenges, since epidemics are principally driven by heterosexual transmission and a smaller fraction of cases is sampled. Here, we show that viral phylogenetic tools can be adapted and used to estimate epidemiological quantities of central importance to HIV-1 prevention in sub-Saharan Africa. We used a community-wide methods comparison exercise on simulated data, where participants were blinded to the true dynamics they were inferring. Two distinct simulations captured generalized HIV-1 epidemics, before and after a large community-level intervention that reduced infection levels. Five research groups participated. Structured coalescent modeling approaches were most successful: phylogenetic estimates of HIV-1 incidence, incidence reductions, and the proportion of transmissions from individuals in their first 3 months of infection correlated with the true values (Pearson correlation > 90%), with small bias. However, on some simulations, true values were markedly outside reported confidence or credibility intervals. The blinded comparison revealed current limits and strengths in using HIV phylogenetics in challenging settings, provided benchmarks for future methods' development, and supports using the latest generation of phylogenetic tools to advance HIV surveillance and prevention.


Asunto(s)
Infecciones por VIH/epidemiología , Infecciones por VIH/virología , VIH-1/genética , África del Sur del Sahara/epidemiología , Simulación por Computador , Epidemias , Femenino , Infecciones por VIH/prevención & control , Infecciones por VIH/transmisión , Humanos , Incidencia , Masculino , Filogenia
17.
J Infect Dis ; 213(9): 1410-8, 2016 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-26704616

RESUMEN

BACKGROUND: The United Kingdom human immunodeficiency virus (HIV) epidemic was historically dominated by HIV subtype B transmission among men who have sex with men (MSM). Now 50% of diagnoses and prevalent infections are among heterosexual individuals and mainly involve non-B subtypes. Between 2002 and 2010, the prevalence of non-B diagnoses among MSM increased from 5.4% to 17%, and this study focused on the drivers of this change. METHODS: Growth between 2007 and 2009 in transmission clusters among 14 000 subtype A1, C, D, and G sequences from the United Kingdom HIV Drug Resistance Database was analysed by risk group. RESULTS: Of 1148 clusters containing at least 2 sequences in 2007, >75% were pairs and >90% were heterosexual. Most clusters (71.4%) did not grow during the study period. Growth was significantly lower for small clusters and higher for clusters of ≥7 sequences, with the highest growth observed for clusters comprising sequences from MSM and people who inject drugs (PWID). Risk group (P< .0001), cluster size (P< .0001), and subtype (P< .01) were predictive of growth in a generalized linear model. DISCUSSION: Despite the increase in non-B subtypes associated with heterosexual transmission, MSM and PWID are at risk for non-B infections. Crossover of subtype C from heterosexuals to MSM has led to the expansion of this subtype within the United Kingdom.


Asunto(s)
Infecciones por VIH/transmisión , Infecciones por VIH/virología , VIH-1/genética , Homosexualidad Masculina/estadística & datos numéricos , Análisis por Conglomerados , Infecciones por VIH/epidemiología , Humanos , Incidencia , Masculino , Epidemiología Molecular , Filogenia , Reino Unido/epidemiología
19.
PLoS Pathog ; 10(5): e1004112, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24789308

RESUMEN

Disease progression in HIV-infected individuals varies greatly, and while the environmental and host factors influencing this variation have been widely investigated, the viral contribution to variation in set-point viral load, a predictor of disease progression, is less clear. Previous studies, using transmission-pairs and analysis of phylogenetic signal in small numbers of individuals, have produced a wide range of viral genetic effect estimates. Here we present a novel application of a population-scale method based in quantitative genetics to estimate the viral genetic effect on set-point viral load in the UK subtype B HIV-1 epidemic, based on a very large data set. Analyzing the initial viral load and associated pol sequence, both taken before anti-retroviral therapy, of 8,483 patients, we estimate the proportion of variance in viral load explained by viral genetic effects to be 5.7% (CI 2.8-8.6%). We also estimated the change in viral load over time due to selection on the virus and environmental effects to be a decline of 0.05 log10 copies/mL/year, in contrast to recent studies which suggested a reported small increase in viral load over the last 20 years might be due to evolutionary changes in the virus. Our results suggest that in the UK epidemic, subtype B has a small but significant viral genetic effect on viral load. By allowing the analysis of large sample sizes, we expect our approach to be applicable to the estimation of the genetic contribution to traits in many organisms.


Asunto(s)
Infecciones por VIH/virología , VIH-1/genética , Carga Viral/genética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Genotipo , Infecciones por VIH/sangre , Infecciones por VIH/epidemiología , VIH-1/clasificación , Humanos , Masculino , Persona de Mediana Edad , Datos de Secuencia Molecular , Filogenia , Adulto Joven
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