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1.
Cell ; 185(8): 1283-1286, 2022 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-35390273

RESUMO

The brutal attack on Ukraine by the Russian Federation has shocked the world. While the world works to end the violence and help refugees, as a scientific journal, our thoughts are also with those in the scientific community who are directly or indirectly impacted by the war. We have been inspired by and applaud the labs around the world that have opened their doors to displaced scientists and remain committed to supporting scientists, whoever and wherever they are. Because science requires collaboration and trust, we urge the scientific community to continue efforts like this and to remain united, especially in times as difficult as these. In this Voices piece, we feature short comments from scientists from Ukraine and scientists from Russia. This small sampling is far from exhaustive, but our sincere thanks go to those scientists who were willing to share their thoughts on this volatile and emotionally charged situation; the views expressed are those of the contributors alone. We join the world in hoping for a swift resolution to the conflict, for the good of humanity.


Assuntos
Conflitos Armados , Etnicidade , Humanos , Federação Russa , Ciência , Ucrânia
2.
Cell ; 184(8): 1964-1965, 2021 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-33861960

RESUMO

The use of race and ethnicity in medicine has become a matter of intense debate. Currently the social construct of race and ethnicity is far from precise, serving as a poor proxy for ancestry. In this issue of Cell, Belbin et al. provide an interesting framework for better characterizing population substructure in a diverse urban environment.


Assuntos
Etnicidade , Grupos Raciais , Etnicidade/genética , Humanos , Grupos Raciais/genética
3.
Cell ; 184(8): 2068-2083.e11, 2021 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-33861964

RESUMO

Understanding population health disparities is an essential component of equitable precision health efforts. Epidemiology research often relies on definitions of race and ethnicity, but these population labels may not adequately capture disease burdens and environmental factors impacting specific sub-populations. Here, we propose a framework for repurposing data from electronic health records (EHRs) in concert with genomic data to explore the demographic ties that can impact disease burdens. Using data from a diverse biobank in New York City, we identified 17 communities sharing recent genetic ancestry. We observed 1,177 health outcomes that were statistically associated with a specific group and demonstrated significant differences in the segregation of genetic variants contributing to Mendelian diseases. We also demonstrated that fine-scale population structure can impact the prediction of complex disease risk within groups. This work reinforces the utility of linking genomic data to EHRs and provides a framework toward fine-scale monitoring of population health.


Assuntos
Etnicidade/genética , Saúde da População , Bases de Dados Genéticas , Registros Eletrônicos de Saúde , Genômica , Humanos , Autorrelato
4.
Cell ; 184(23): 5699-5714.e11, 2021 11 11.
Artigo em Inglês | MEDLINE | ID: mdl-34735795

RESUMO

Extension of the interval between vaccine doses for the BNT162b2 mRNA vaccine was introduced in the United Kingdom to accelerate population coverage with a single dose. At this time, trial data were lacking, and we addressed this in a study of United Kingdom healthcare workers. The first vaccine dose induced protection from infection from the circulating alpha (B.1.1.7) variant over several weeks. In a substudy of 589 individuals, we show that this single dose induces severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) neutralizing antibody (NAb) responses and a sustained B and T cell response to the spike protein. NAb levels were higher after the extended dosing interval (6-14 weeks) compared with the conventional 3- to 4-week regimen, accompanied by enrichment of CD4+ T cells expressing interleukin-2 (IL-2). Prior SARS-CoV-2 infection amplified and accelerated the response. These data on dynamic cellular and humoral responses indicate that extension of the dosing interval is an effective immunogenic protocol.


Assuntos
Vacinas contra COVID-19/imunologia , Vacinas Sintéticas/imunologia , Adulto , Idoso , Anticorpos Neutralizantes/imunologia , Anticorpos Antivirais/imunologia , Vacina BNT162 , COVID-19/sangue , COVID-19/imunologia , COVID-19/virologia , Apresentação Cruzada/imunologia , Relação Dose-Resposta Imunológica , Etnicidade , Feminino , Humanos , Imunidade , Imunoglobulina G/imunologia , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Padrões de Referência , SARS-CoV-2/imunologia , Linfócitos T/imunologia , Resultado do Tratamento , Adulto Jovem , Vacinas de mRNA
5.
Cell ; 181(4): 754-757, 2020 05 14.
Artigo em Inglês | MEDLINE | ID: mdl-32413295

RESUMO

Despite their initial high interest in science, students who belong to excluded racial and ethnic groups leave science at unacceptably high rates. "Fixing the student" approaches are not sufficient at stemming the loss. It is time to change the culture of science by putting inclusive diversity at the center.


Assuntos
Diversidade Cultural , Etnicidade/educação , Grupos Raciais/educação , Racismo/prevenção & controle , Etnicidade/psicologia , Humanos , Grupos Raciais/psicologia , Estudantes/psicologia
6.
Cell ; 181(5): 1146-1157.e11, 2020 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-32470400

RESUMO

We report genome-wide DNA data for 73 individuals from five archaeological sites across the Bronze and Iron Ages Southern Levant. These individuals, who share the "Canaanite" material culture, can be modeled as descending from two sources: (1) earlier local Neolithic populations and (2) populations related to the Chalcolithic Zagros or the Bronze Age Caucasus. The non-local contribution increased over time, as evinced by three outliers who can be modeled as descendants of recent migrants. We show evidence that different "Canaanite" groups genetically resemble each other more than other populations. We find that Levant-related modern populations typically have substantial ancestry coming from populations related to the Chalcolithic Zagros and the Bronze Age Southern Levant. These groups also harbor ancestry from sources we cannot fully model with the available data, highlighting the critical role of post-Bronze-Age migrations into the region over the past 3,000 years.


Assuntos
DNA Antigo/análise , Etnicidade/genética , Fluxo Gênico/genética , Arqueologia/métodos , DNA Mitocondrial/genética , Etnicidade/história , Fluxo Gênico/fisiologia , Variação Genética/genética , Genética Populacional/métodos , Genoma Humano/genética , Genômica/métodos , Haplótipos , História Antiga , Migração Humana/história , Humanos , Região do Mediterrâneo , Oriente Médio , Análise de Sequência de DNA
7.
Cell ; 181(5): 1158-1175.e28, 2020 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-32470401

RESUMO

Here, we report genome-wide data analyses from 110 ancient Near Eastern individuals spanning the Late Neolithic to Late Bronze Age, a period characterized by intense interregional interactions for the Near East. We find that 6th millennium BCE populations of North/Central Anatolia and the Southern Caucasus shared mixed ancestry on a genetic cline that formed during the Neolithic between Western Anatolia and regions in today's Southern Caucasus/Zagros. During the Late Chalcolithic and/or the Early Bronze Age, more than half of the Northern Levantine gene pool was replaced, while in the rest of Anatolia and the Southern Caucasus, we document genetic continuity with only transient gene flow. Additionally, we reveal a genetically distinct individual within the Late Bronze Age Northern Levant. Overall, our study uncovers multiple scales of population dynamics through time, from extensive admixture during the Neolithic period to long-distance mobility within the globalized societies of the Late Bronze Age. VIDEO ABSTRACT.


Assuntos
DNA Antigo/análise , Etnicidade/genética , Fluxo Gênico/genética , Arqueologia/métodos , DNA Mitocondrial/genética , Etnicidade/história , Fluxo Gênico/fisiologia , Variação Genética/genética , Genética Populacional/métodos , Genoma Humano/genética , Genômica/métodos , Haplótipos , História Antiga , Migração Humana/história , Humanos , Região do Mediterrâneo , Oriente Médio , Análise de Sequência de DNA
8.
Cell ; 175(2): 347-359.e14, 2018 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-30290141

RESUMO

We analyze whole-genome sequencing data from 141,431 Chinese women generated for non-invasive prenatal testing (NIPT). We use these data to characterize the population genetic structure and to investigate genetic associations with maternal and infectious traits. We show that the present day distribution of alleles is a function of both ancient migration and very recent population movements. We reveal novel phenotype-genotype associations, including several replicated associations with height and BMI, an association between maternal age and EMB, and between twin pregnancy and NRG1. Finally, we identify a unique pattern of circulating viral DNA in plasma with high prevalence of hepatitis B and other clinically relevant maternal infections. A GWAS for viral infections identifies an exceptionally strong association between integrated herpesvirus 6 and MOV10L1, which affects piwi-interacting RNA (piRNA) processing and PIWI protein function. These findings demonstrate the great value and potential of accumulating NIPT data for worldwide medical and genetic analyses.


Assuntos
Povo Asiático/genética , Diagnóstico Pré-Natal/métodos , Adulto , Alelos , China , DNA/genética , Etnicidade/genética , Feminino , Frequência do Gene/genética , Testes Genéticos , Variação Genética/genética , Genética Populacional/métodos , Estudo de Associação Genômica Ampla/métodos , Genômica/métodos , Migração Humana , Humanos , Gravidez , Análise de Sequência de DNA
9.
Cell ; 173(3): 569-580.e15, 2018 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-29677510

RESUMO

Understanding the physiology and genetics of human hypoxia tolerance has important medical implications, but this phenomenon has thus far only been investigated in high-altitude human populations. Another system, yet to be explored, is humans who engage in breath-hold diving. The indigenous Bajau people ("Sea Nomads") of Southeast Asia live a subsistence lifestyle based on breath-hold diving and are renowned for their extraordinary breath-holding abilities. However, it is unknown whether this has a genetic basis. Using a comparative genomic study, we show that natural selection on genetic variants in the PDE10A gene have increased spleen size in the Bajau, providing them with a larger reservoir of oxygenated red blood cells. We also find evidence of strong selection specific to the Bajau on BDKRB2, a gene affecting the human diving reflex. Thus, the Bajau, and possibly other diving populations, provide a new opportunity to study human adaptation to hypoxia tolerance. VIDEO ABSTRACT.


Assuntos
Adaptação Fisiológica , Suspensão da Respiração , Mergulho , Tamanho do Órgão , Diester Fosfórico Hidrolases/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Alelos , Povo Asiático , Eritrócitos/citologia , Etnicidade , Feminino , Variação Genética , Genômica , Humanos , Hipóxia , Indonésia/etnologia , Pulmão , Masculino , Pessoa de Meia-Idade , Oxigênio/fisiologia , Fenótipo , Polimorfismo de Nucleotídeo Único , Seleção Genética , Baço/fisiologia , População Branca , Adulto Jovem
10.
CA Cancer J Clin ; 74(2): 136-166, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37962495

RESUMO

In 2021, the American Cancer Society published its first biennial report on the status of cancer disparities in the United States. In this second report, the authors provide updated data on racial, ethnic, socioeconomic (educational attainment as a marker), and geographic (metropolitan status) disparities in cancer occurrence and outcomes and contributing factors to these disparities in the country. The authors also review programs that have reduced cancer disparities and provide policy recommendations to further mitigate these inequalities. There are substantial variations in risk factors, stage at diagnosis, receipt of care, survival, and mortality for many cancers by race/ethnicity, educational attainment, and metropolitan status. During 2016 through 2020, Black and American Indian/Alaska Native people continued to bear a disproportionately higher burden of cancer deaths, both overall and from major cancers. By educational attainment, overall cancer mortality rates were about 1.6-2.8 times higher in individuals with ≤12 years of education than in those with ≥16 years of education among Black and White men and women. These disparities by educational attainment within each race were considerably larger than the Black-White disparities in overall cancer mortality within each educational attainment, ranging from 1.03 to 1.5 times higher among Black people, suggesting a major role for socioeconomic status disparities in racial disparities in cancer mortality given the disproportionally larger representation of Black people in lower socioeconomic status groups. Of note, the largest Black-White disparities in overall cancer mortality were among those who had ≥16 years of education. By area of residence, mortality from all cancer and from leading causes of cancer death were substantially higher in nonmetropolitan areas than in large metropolitan areas. For colorectal cancer, for example, mortality rates in nonmetropolitan areas versus large metropolitan areas were 23% higher among males and 21% higher among females. By age group, the racial and geographic disparities in cancer mortality were greater among individuals younger than 65 years than among those aged 65 years and older. Many of the observed racial, socioeconomic, and geographic disparities in cancer mortality align with disparities in exposure to risk factors and access to cancer prevention, early detection, and treatment, which are largely rooted in fundamental inequities in social determinants of health. Equitable policies at all levels of government, broad interdisciplinary engagement to address these inequities, and equitable implementation of evidence-based interventions, such as increasing health insurance coverage, are needed to reduce cancer disparities.


Assuntos
Etnicidade , Neoplasias , Masculino , Humanos , Feminino , Estados Unidos/epidemiologia , American Cancer Society , Neoplasias/epidemiologia , Neoplasias/terapia , Atenção à Saúde , População Negra , Disparidades nos Níveis de Saúde , Disparidades em Assistência à Saúde
11.
Nature ; 627(8003): 340-346, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38374255

RESUMO

Comprehensively mapping the genetic basis of human disease across diverse individuals is a long-standing goal for the field of human genetics1-4. The All of Us Research Program is a longitudinal cohort study aiming to enrol a diverse group of at least one million individuals across the USA to accelerate biomedical research and improve human health5,6. Here we describe the programme's genomics data release of 245,388 clinical-grade genome sequences. This resource is unique in its diversity as 77% of participants are from communities that are historically under-represented in biomedical research and 46% are individuals from under-represented racial and ethnic minorities. All of Us identified more than 1 billion genetic variants, including more than 275 million previously unreported genetic variants, more than 3.9 million of which had coding consequences. Leveraging linkage between genomic data and the longitudinal electronic health record, we evaluated 3,724 genetic variants associated with 117 diseases and found high replication rates across both participants of European ancestry and participants of African ancestry. Summary-level data are publicly available, and individual-level data can be accessed by researchers through the All of Us Researcher Workbench using a unique data passport model with a median time from initial researcher registration to data access of 29 hours. We anticipate that this diverse dataset will advance the promise of genomic medicine for all.


Assuntos
Conjuntos de Dados como Assunto , Genética Médica , Genética Populacional , Genoma Humano , Genômica , Grupos Minoritários , Grupos Raciais , Humanos , Acesso à Informação , População Negra/genética , Registros Eletrônicos de Saúde , Etnicidade/genética , População Europeia/genética , Predisposição Genética para Doença/genética , Variação Genética/genética , Genoma Humano/genética , Estudos Longitudinais , Grupos Raciais/genética , Reprodutibilidade dos Testes , Pesquisadores , Fatores de Tempo , Populações Vulneráveis
12.
CA Cancer J Clin ; 72(2): 112-143, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34878180

RESUMO

In this report, the authors provide comprehensive and up-to-date US data on disparities in cancer occurrence, major risk factors, and access to and utilization of preventive measures and screening by sociodemographic characteristics. They also review programs and resources that have reduced cancer disparities and provide policy recommendations to further mitigate these inequalities. The overall cancer death rate is 19% higher among Black males than among White males. Black females also have a 12% higher overall cancer death rate than their White counterparts despite having an 8% lower incidence rate. There are also substantial variations in death rates for specific cancer types and in stage at diagnosis, survival, exposure to risk factors, and receipt of preventive measures and screening by race/ethnicity, socioeconomic status, and geographic location. For example, kidney cancer death rates by sex among American Indian/Alaska Native people are ≥64% higher than the corresponding rates in each of the other racial/ethnic groups, and the 5-year relative survival for all cancers combined is 14% lower among residents of poorer counties than among residents of more affluent counties. Broad and equitable implementation of evidence-based interventions, such as increasing health insurance coverage through Medicaid expansion or other initiatives, could substantially reduce cancer disparities. However, progress will require not only equitable local, state, and federal policies but also broad interdisciplinary engagement to elevate and address fundamental social inequities and longstanding systemic racism.


Assuntos
Etnicidade , Neoplasias , American Cancer Society , Feminino , Humanos , Masculino , Medicaid , Neoplasias/epidemiologia , Neoplasias/terapia , Grupos Raciais , Estados Unidos/epidemiologia
13.
Nature ; 619(7968): 112-121, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37316654

RESUMO

Human genomics is witnessing an ongoing paradigm shift from a single reference sequence to a pangenome form, but populations of Asian ancestry are underrepresented. Here we present data from the first phase of the Chinese Pangenome Consortium, including a collection of 116 high-quality and haplotype-phased de novo assemblies based on 58 core samples representing 36 minority Chinese ethnic groups. With an average 30.65× high-fidelity long-read sequence coverage, an average contiguity N50 of more than 35.63 megabases and an average total size of 3.01 gigabases, the CPC core assemblies add 189 million base pairs of euchromatic polymorphic sequences and 1,367 protein-coding gene duplications to GRCh38. We identified 15.9 million small variants and 78,072 structural variants, of which 5.9 million small variants and 34,223 structural variants were not reported in a recently released pangenome reference1. The Chinese Pangenome Consortium data demonstrate a remarkable increase in the discovery of novel and missing sequences when individuals are included from underrepresented minority ethnic groups. The missing reference sequences were enriched with archaic-derived alleles and genes that confer essential functions related to keratinization, response to ultraviolet radiation, DNA repair, immunological responses and lifespan, implying great potential for shedding new light on human evolution and recovering missing heritability in complex disease mapping.


Assuntos
População do Leste Asiático , Etnicidade , Variação Genética , Genoma Humano , Genética Humana , Grupos Minoritários , Humanos , População do Leste Asiático/classificação , População do Leste Asiático/genética , Etnicidade/genética , Genoma Humano/genética , Análise de Sequência de DNA , Raios Ultravioleta , Genética Humana/normas , Minorias Étnicas e Raciais , Padrões de Referência , Haplótipos/genética , Eucromatina/genética , Alelos , Reparo do DNA/genética , Queratinas/genética , Queratinas/metabolismo , Longevidade/genética , Imunidade/genética
14.
Nature ; 624(7990): 122-129, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37993721

RESUMO

Before the colonial period, California harboured more language variation than all of Europe, and linguistic and archaeological analyses have led to many hypotheses to explain this diversity1. We report genome-wide data from 79 ancient individuals from California and 40 ancient individuals from Northern Mexico dating to 7,400-200 years before present (BP). Our analyses document long-term genetic continuity between people living on the Northern Channel Islands of California and the adjacent Santa Barbara mainland coast from 7,400 years BP to modern Chumash groups represented by individuals who lived around 200 years BP. The distinctive genetic lineages that characterize present-day and ancient people from Northwest Mexico increased in frequency in Southern and Central California by 5,200 years BP, providing evidence for northward migrations that are candidates for spreading Uto-Aztecan languages before the dispersal of maize agriculture from Mexico2-4. Individuals from Baja California share more alleles with the earliest individual from Central California in the dataset than with later individuals from Central California, potentially reflecting an earlier linguistic substrate, whose impact on local ancestry was diluted by later migrations from inland regions1,5. After 1,600 years BP, ancient individuals from the Channel Islands lived in communities with effective sizes similar to those in pre-agricultural Caribbean and Patagonia, and smaller than those on the California mainland and in sampled regions of Mexico.


Assuntos
Variação Genética , Povos Indígenas , Humanos , Agricultura/história , California/etnologia , Região do Caribe/etnologia , Etnicidade/genética , Etnicidade/história , Europa (Continente)/etnologia , Variação Genética/genética , História do Século XV , História do Século XVI , História do Século XVII , História do Século XVIII , História do Século XIX , História Antiga , História Medieval , Migração Humana/história , Povos Indígenas/genética , Povos Indígenas/história , Ilhas , Idioma/história , México/etnologia , Zea mays , Genoma Humano/genética , Genômica , Alelos
15.
Nature ; 601(7892): 228-233, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35022594

RESUMO

Air pollution contributes to the global burden of disease, with ambient exposure to fine particulate matter of diameters smaller than 2.5 µm (PM2.5) being identified as the fifth-ranking risk factor for mortality globally1. Racial/ethnic minorities and lower-income groups in the USA are at a higher risk of death from exposure to PM2.5 than are other population/income groups2-5. Moreover, disparities in exposure to air pollution among population and income groups are known to exist6-17. Here we develop a data platform that links demographic data (from the US Census Bureau and American Community Survey) and PM2.5 data18 across the USA. We analyse the data at the tabulation area level of US zip codes (N is approximately 32,000) between 2000 and 2016. We show that areas with higher-than-average white and Native American populations have been consistently exposed to average PM2.5 levels that are lower than areas with higher-than-average Black, Asian and Hispanic or Latino populations. Moreover, areas with low-income populations have been consistently exposed to higher average PM2.5 levels than areas with high-income groups for the years 2004-2016. Furthermore, disparities in exposure relative to safety standards set by the US Environmental Protection Agency19 and the World Health Organization20 have been increasing over time. Our findings suggest that more-targeted PM2.5 reductions are necessary to provide all people with a similar degree of protection from environmental hazards. Our study is observational and cannot provide insight into the drivers of the identified disparities.


Assuntos
Poluentes Atmosféricos , Poluição do Ar , Poluentes Atmosféricos/efeitos adversos , Poluentes Atmosféricos/análise , Poluição do Ar/análise , Exposição Ambiental/análise , Etnicidade , Humanos , Renda , Material Particulado/efeitos adversos , Material Particulado/análise
16.
Nature ; 609(7927): 552-559, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36045292

RESUMO

Prostate cancer is characterized by considerable geo-ethnic disparity. African ancestry is a significant risk factor, with mortality rates across sub-Saharan Africa of 2.7-fold higher than global averages1. The contributing genetic and non-genetic factors, and associated mutational processes, are unknown2,3. Here, through whole-genome sequencing of treatment-naive prostate cancer samples from 183 ancestrally (African versus European) and globally distinct patients, we generate a large cancer genomics resource for sub-Saharan Africa, identifying around 2 million somatic variants. Significant African-ancestry-specific findings include an elevated tumour mutational burden, increased percentage of genome alteration, a greater number of predicted damaging mutations and a higher total of mutational signatures, and the driver genes NCOA2, STK19, DDX11L1, PCAT1 and SETBP1. Examining all somatic mutational types, we describe a molecular taxonomy for prostate cancer differentiated by ancestry and defined as global mutational subtypes (GMS). By further including Chinese Asian data, we confirm that GMS-B (copy-number gain) and GMS-D (mutationally noisy) are specific to African populations, GMS-A (mutationally quiet) is universal (all ethnicities) and the African-European-restricted subtype GMS-C (copy-number losses) predicts poor clinical outcomes. In addition to the clinical benefit of including individuals of African ancestry, our GMS subtypes reveal different evolutionary trajectories and mutational processes suggesting that both common genetic and environmental factors contribute to the disparity between ethnicities. Analogous to gene-environment interaction-defined here as a different effect of an environmental surrounding in people with different ancestries or vice versa-we anticipate that GMS subtypes act as a proxy for intrinsic and extrinsic mutational processes in cancers, promoting global inclusion in landmark studies.


Assuntos
População Negra , Neoplasias da Próstata , África/etnologia , África Subsaariana/etnologia , Povo Asiático/genética , População Negra/genética , Proteínas de Transporte/genética , China/etnologia , Etnicidade/genética , Europa (Continente)/etnologia , Humanos , Masculino , Mutação , Proteínas Nucleares/genética , Coativador 2 de Receptor Nuclear/genética , Neoplasias da Próstata/genética , RNA Helicases/genética , RNA Longo não Codificante/genética
17.
Nature ; 589(7843): 572-576, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33473211

RESUMO

Women (compared to men) and individuals from minority ethnic groups (compared to the majority group) face unfavourable labour market outcomes in many economies1,2, but the extent to which discrimination is responsible for these effects, and the channels through which they occur, remain unclear3,4. Although correspondence tests5-in which researchers send fictitious CVs that are identical except for the randomized minority trait to be tested (for example, names that are deemed to sound 'Black' versus those deemed to sound 'white')-are an increasingly popular method to quantify discrimination in hiring practices6,7, they can usually consider only a few applicant characteristics in select occupations at a particular point in time. To overcome these limitations, here we develop an approach to investigate hiring discrimination that combines tracking of the search behaviour of recruiters on employment websites and supervised machine learning to control for all relevant jobseeker characteristics that are visible to recruiters. We apply this methodology to the online recruitment platform of the Swiss public employment service and find that rates of contact by recruiters are 4-19% lower for individuals from immigrant and minority ethnic groups, depending on their country of origin, than for citizens from the majority group. Women experience a penalty of 7% in professions that are dominated by men, and the opposite pattern emerges for men in professions that are dominated by women. We find no evidence that recruiters spend less time evaluating the profiles of individuals from minority ethnic groups. Our methodology provides a widely applicable, non-intrusive and cost-efficient tool that researchers and policy-makers can use to continuously monitor hiring discrimination, to identify some of the drivers of discrimination and to inform approaches to counter it.


Assuntos
Emprego/estatística & dados numéricos , Internet , Seleção de Pessoal/métodos , Seleção de Pessoal/estatística & dados numéricos , Preconceito/estatística & dados numéricos , Emigrantes e Imigrantes/estatística & dados numéricos , Etnicidade/estatística & dados numéricos , Feminino , Papel de Gênero , Humanos , Internacionalidade , Masculino , Grupos Minoritários/estatística & dados numéricos , Ocupações/estatística & dados numéricos , Preconceito/prevenção & controle , Salários e Benefícios/estatística & dados numéricos , Sexismo/estatística & dados numéricos , Estereotipagem , Aprendizado de Máquina Supervisionado , Suíça , Fatores de Tempo
18.
Nature ; 593(7858): 270-274, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33723411

RESUMO

SARS-CoV-2 lineage B.1.1.7, a variant that was first detected in the UK in September 20201, has spread to multiple countries worldwide. Several studies have established that B.1.1.7 is more transmissible than pre-existing variants, but have not identified whether it leads to any change in disease severity2. Here we analyse a dataset that links 2,245,263 positive SARS-CoV-2 community tests and 17,452 deaths associated with COVID-19 in England from 1 November 2020 to 14 February 2021. For 1,146,534 (51%) of these tests, the presence or absence of B.1.1.7 can be identified because mutations in this lineage prevent PCR amplification of the spike (S) gene target (known as S gene target failure (SGTF)1). On the basis of 4,945 deaths with known SGTF status, we estimate that the hazard of death associated with SGTF is 55% (95% confidence interval, 39-72%) higher than in cases without SGTF after adjustment for age, sex, ethnicity, deprivation, residence in a care home, the local authority of residence and test date. This corresponds to the absolute risk of death for a 55-69-year-old man increasing from 0.6% to 0.9% (95% confidence interval, 0.8-1.0%) within 28 days of a positive test in the community. Correcting for misclassification of SGTF and missingness in SGTF status, we estimate that the hazard of death associated with B.1.1.7 is 61% (42-82%) higher than with pre-existing variants. Our analysis suggests that B.1.1.7 is not only more transmissible than pre-existing SARS-CoV-2 variants, but may also cause more severe illness.


Assuntos
COVID-19/mortalidade , COVID-19/virologia , Filogenia , SARS-CoV-2/classificação , SARS-CoV-2/patogenicidade , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Inglaterra/epidemiologia , Etnicidade , Evolução Molecular , Feminino , Instituição de Longa Permanência para Idosos , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Medição de Risco , SARS-CoV-2/genética , SARS-CoV-2/isolamento & purificação , Análise de Sobrevida , Fatores de Tempo , Adulto Jovem
19.
Proc Natl Acad Sci U S A ; 121(7): e2305424121, 2024 Feb 13.
Artigo em Inglês | MEDLINE | ID: mdl-38315858

RESUMO

Ensuring healthy and sustainable food systems in increasing social, economic, and ecological change is a key global priority to protect human and environmental health. Seafood is an essential component of these food systems and a critical source of nutrients, especially in coastal communities. However, despite rapid transformations in aquatic food systems, and our urgent need to understand them, there is a dearth of data connecting harvested food production to actualized food consumption. Many analyses suggest institutional, legal, or technological innovations to improve food systems, but few have analyzed the pathways through which people already gain access to nutritious food. Here, using a random forest model and cluster analysis of a nationally representative data set from Kiribati, we operationalize access theory to trace the flows of consumptive benefit in a fisheries-based food system. We demonstrate that the market access mechanism is the key mechanism mediating seafood access in Kiribati, but importantly, the highest seafood consumption households showed lower market access, pointing to the importance of non-market acquisition (e.g., home production and gifting). We reveal six distinct household strategies that employ different sets of access mechanisms to ensure high levels of local seafood consumption in different contexts. We demonstrate the impacts of these strategies on the composition of household seafoods consumed, stressing the need to support these existing successful strategies. Finally, we point to key policy and management insights (e.g., improved infrastructure, shifts in species management) that may be more effective in reinforcing these existing pathways than commonly proposed food system interventions.


Assuntos
Pesqueiros , Alimentos Marinhos , Humanos , Alimentos Marinhos/análise , Etnicidade , Abastecimento de Alimentos , Nível de Saúde
20.
Proc Natl Acad Sci U S A ; 121(8): e2307656121, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38315821

RESUMO

Despite the significant scientific advancement in deciphering the "deaths of despair" narrative, most relevant studies have focused on drug-, alcohol-, and suicide-related (DAS) deaths. This study directly investigated despair as a determinant of death and the temporal variation and racial heterogeneity among individuals. We used psychological distress (PD) as a proxy for despair and drew data from the US National Health Interview Survey-Linked Mortality Files 1997 to 2014, CDC (Centers for Disease Control and Prevention) Multiple Cause of Death database 1997 to 2014, CDC bridged-race population files 1997 to 2014, Current Population Survey 1997 to 1999, and the American Community Survey 2000 to 2014. We used Cox proportional hazards models to estimate mortality hazard ratios of PD and compared age-standardized PD- and DAS-related mortality rates by race/ethnicity and over time. We found that while Whites had a lower prevalence of PD than Blacks and Hispanics throughout the whole period, they underwent distinctive increases in PD-related death and have had a higher PD-related mortality rate than Blacks and Hispanics since the early 2000s. This was predominantly due to Whites' relatively high and increasing vulnerability to PD less the prevalence of PD. Furthermore, PD induced a more pervasive mortality consequence than DAS combined for Whites and Blacks. In addition, PD- and DAS-related deaths displayed a concordant trend among Whites but divergent patterns for Blacks and Hispanics. These findings suggest that 1) DAS-related deaths underestimated the mortality consequence of despair for Whites and Blacks but overestimated it for Hispanics; and 2) despair partially contributed to the DAS trend among Whites but probably not for Blacks and Hispanics.


Assuntos
Morte , Etnicidade , Angústia Psicológica , Estresse Psicológico , Humanos , Etnicidade/psicologia , Etnicidade/estatística & dados numéricos , Hispânico ou Latino/psicologia , Hispânico ou Latino/estatística & dados numéricos , Estados Unidos/epidemiologia , Brancos/psicologia , Brancos/estatística & dados numéricos , Estresse Psicológico/epidemiologia , Estresse Psicológico/etnologia , Estresse Psicológico/mortalidade , Negro ou Afro-Americano/psicologia , Negro ou Afro-Americano/estatística & dados numéricos
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