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1.
Annu Rev Immunol ; 40: 75-94, 2022 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-34985929

RESUMO

Strong epidemiological evidence now exists that sex is an important biologic variable in immunity. Recent studies, for example, have revealed that sex differences are associated with the severity of symptoms and mortality due to coronavirus disease 2019 (COVID-19). Despite this evidence, much remains to be learned about the mechanisms underlying associations between sex differences and immune-mediated conditions. A growing body of experimental data has made significant inroads into understanding sex-influenced immune responses. As physicians seek to provide more targeted patient care, it is critical to understand how sex-defining factors (e.g., chromosomes, gonadal hormones) alter immune responses in health and disease. In this review, we highlight recent insights into sex differences in autoimmunity; virus infection, specifically severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection; and cancer immunotherapy. A deeper understanding of underlying mechanisms will allow the development of a sex-based approach to disease screening and treatment.


Assuntos
COVID-19 , SARS-CoV-2 , Animais , Feminino , Humanos , Masculino , Caracteres Sexuais , Fatores Sexuais
2.
Cell ; 187(6): 1316-1326, 2024 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-38490173

RESUMO

Understanding sex-related variation in health and illness requires rigorous and precise approaches to revealing underlying mechanisms. A first step is to recognize that sex is not in and of itself a causal mechanism; rather, it is a classification system comprising a set of categories, usually assigned according to a range of varying traits. Moving beyond sex as a system of classification to working with concrete and measurable sex-related variables is necessary for precision. Whether and how these sex-related variables matter-and what patterns of difference they contribute to-will vary in context-specific ways. Second, when researchers incorporate these sex-related variables into research designs, rigorous analytical methods are needed to allow strongly supported conclusions. Third, the interpretation and reporting of sex-related variation require care to ensure that basic and preclinical research advance health equity for all.


Assuntos
Pesquisa Biomédica , Equidade em Saúde , Sexo , Humanos
3.
Cell ; 186(10): 2044-2061, 2023 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-37172561

RESUMO

Phenotypic sex-based differences exist for many complex traits. In other cases, phenotypes may be similar, but underlying biology may vary. Thus, sex-aware genetic analyses are becoming increasingly important for understanding the mechanisms driving these differences. To this end, we provide a guide outlining the current best practices for testing various models of sex-dependent genetic effects in complex traits and disease conditions, noting that this is an evolving field. Insights from sex-aware analyses will not only teach us about the biology of complex traits but also aid in achieving the goals of precision medicine and health equity for all.


Assuntos
Modelos Genéticos , Caracteres Sexuais , Animais , Feminino , Masculino , Herança Multifatorial , Fenótipo , Controle de Qualidade , Estudo de Associação Genômica Ampla , Guias como Assunto , Interação Gene-Ambiente , Humanos
4.
Cell ; 185(10): 1619-1622, 2022 05 12.
Artigo em Inglês | MEDLINE | ID: mdl-35561661

RESUMO

Progress in studying sex as a biological variable (SABV) is slow, and the influence of gendered effects of the social environment on biology is largely unknown. Yet incorporating these concepts into basic science research will enhance our understanding of human health and disease. We provide steps to move this process forward.


Assuntos
Pesquisa Biomédica , Feminino , Humanos , Masculino , Medicina de Precisão , Caracteres Sexuais , Fatores Sexuais , Saúde da Mulher
5.
Cell ; 185(4): 654-671.e22, 2022 02 17.
Artigo em Inglês | MEDLINE | ID: mdl-35065713

RESUMO

Sex hormones exert a profound influence on gendered behaviors. How individual sex hormone-responsive neuronal populations regulate diverse sex-typical behaviors is unclear. We performed orthogonal, genetically targeted sequencing of four estrogen receptor 1-expressing (Esr1+) populations and identified 1,415 genes expressed differentially between sexes or estrous states. Unique subsets of these genes were distributed across all 137 transcriptomically defined Esr1+ cell types, including estrous stage-specific ones, that comprise the four populations. We used differentially expressed genes labeling single Esr1+ cell types as entry points to functionally characterize two such cell types, BNSTprTac1/Esr1 and VMHvlCckar/Esr1. We observed that these two cell types, but not the other Esr1+ cell types in these populations, are essential for sex recognition in males and mating in females, respectively. Furthermore, VMHvlCckar/Esr1 cell type projections are distinct from those of other VMHvlEsr1 cell types. Together, projection and functional specialization of dimorphic cell types enables sex hormone-responsive populations to regulate diverse social behaviors.


Assuntos
Ciclo Estral/genética , Regulação da Expressão Gênica , Caracteres Sexuais , Comportamento Sexual Animal/fisiologia , Agressão , Animais , Aromatase/metabolismo , Transtorno Autístico/genética , Receptor alfa de Estrogênio/genética , Receptor alfa de Estrogênio/metabolismo , Feminino , Perfilação da Expressão Gênica , Células HEK293 , Humanos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Comportamento Social
6.
Cell ; 178(4): 901-918.e16, 2019 08 08.
Artigo em Inglês | MEDLINE | ID: mdl-31398343

RESUMO

Physiology and metabolism are often sexually dimorphic, but the underlying mechanisms remain incompletely understood. Here, we use the intestine of Drosophila melanogaster to investigate how gut-derived signals contribute to sex differences in whole-body physiology. We find that carbohydrate handling is male-biased in a specific portion of the intestine. In contrast to known sexual dimorphisms in invertebrates, the sex differences in intestinal carbohydrate metabolism are extrinsically controlled by the adjacent male gonad, which activates JAK-STAT signaling in enterocytes within this intestinal portion. Sex reversal experiments establish roles for this male-biased intestinal metabolic state in controlling food intake and sperm production through gut-derived citrate. Our work uncovers a male gonad-gut axis coupling diet and sperm production, revealing that metabolic communication across organs is physiologically important. The instructive role of citrate in inter-organ communication might be significant in more biological contexts than previously recognized.


Assuntos
Metabolismo dos Carboidratos/fisiologia , Drosophila melanogaster/metabolismo , Ingestão de Alimentos/fisiologia , Mucosa Intestinal/metabolismo , Caracteres Sexuais , Maturação do Esperma/fisiologia , Animais , Ácido Cítrico/metabolismo , Proteínas de Drosophila/metabolismo , Feminino , Expressão Gênica , Janus Quinases/metabolismo , Masculino , RNA-Seq , Fatores de Transcrição STAT/metabolismo , Transdução de Sinais , Açúcares/metabolismo , Testículo/metabolismo
7.
Cell ; 171(5): 1176-1190.e17, 2017 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-29107332

RESUMO

The medial amygdala (MeA) plays a critical role in processing species- and sex-specific signals that trigger social and defensive behaviors. However, the principles by which this deep brain structure encodes social information is poorly understood. We used a miniature microscope to image the Ca2+ dynamics of large neural ensembles in awake behaving mice and tracked the responses of MeA neurons over several months. These recordings revealed spatially intermingled subsets of MeA neurons with distinct temporal dynamics. The encoding of social information in the MeA differed between males and females and relied on information from both individual cells and neuronal populations. By performing long-term Ca2+ imaging across different social contexts, we found that sexual experience triggers lasting and sex-specific changes in MeA activity, which, in males, involve signaling by oxytocin. These findings reveal basic principles underlying the brain's representation of social information and its modulation by intrinsic and extrinsic factors.


Assuntos
Tonsila do Cerebelo/fisiologia , Neurônios/citologia , Vigília , Tonsila do Cerebelo/citologia , Animais , Comportamento Animal , Sinais (Psicologia) , Endoscopia/métodos , Feminino , Masculino , Camundongos , Microscopia/métodos , Ocitocina/fisiologia , Caracteres Sexuais , Comportamento Sexual Animal , Comportamento Social
8.
Immunity ; 55(7): 1268-1283.e9, 2022 07 12.
Artigo em Inglês | MEDLINE | ID: mdl-35700739

RESUMO

The incidence and mortality rates of many non-reproductive human cancers are generally higher in males than in females. However, the immunological mechanism underlying sexual differences in cancers remains elusive. Here, we demonstrated that sex-related differences in tumor burden depended on adaptive immunity. Male CD8+ T cells exhibited impaired effector and stem cell-like properties compared with female CD8+ T cells. Mechanistically, androgen receptor inhibited the activity and stemness of male tumor-infiltrating CD8+ T cells by regulating epigenetic and transcriptional differentiation programs. Castration combined with anti-PD-L1 treatment synergistically restricted tumor growth in male mice. In humans, fewer male CD8+ T cells maintained a stem cell-like memory state compared with female counterparts. Moreover, AR expression correlated with tumor-infiltrating CD8+ T cell exhaustion in cancer patients. Our findings reveal sex-biased CD8+ T cell stemness programs in cancer progression and in the responses to cancer immunotherapy, providing insights into the development of sex-based immunotherapeutic strategies for cancer treatment.


Assuntos
Linfócitos T CD8-Positivos , Neoplasias , Animais , Feminino , Humanos , Imunoterapia , Masculino , Camundongos , Neoplasias/terapia , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismo , Caracteres Sexuais , Microambiente Tumoral
9.
Annu Rev Neurosci ; 44: 1-25, 2021 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-34236890

RESUMO

Pain is an immense clinical and societal challenge, and the key to understanding and treating it is variability. Robust interindividual differences are consistently observed in pain sensitivity, susceptibility to developing painful disorders, and response to analgesic manipulations. This review examines the causes of this variability, including both organismic and environmental sources. Chronic pain development is a textbook example of a gene-environment interaction, requiring both chance initiating events (e.g., trauma, infection) and more immutable risk factors. The focus is on genetic factors, since twin studies have determined that a plurality of the variance likely derives from inherited genetic variants, but sex, age, ethnicity, personality variables, and environmental factors are also considered.


Assuntos
Individualidade , Dor , Humanos , Dor/genética
10.
Immunity ; 53(3): 487-495, 2020 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-32853545

RESUMO

Men present more frequently with severe manifestations of coronavirus disease 2019 (COVID-19) and are at higher risk for death. The underlying mechanisms for these differences between female and male individuals infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are insufficiently understood. However, studies from other viral infections have shown that females can mount stronger immune responses against viruses than males. Emerging knowledge on the basic biological pathways that underlie differences in immune responses between women and men needs to be incorporated into research efforts on SARS-CoV-2 pathogenesis and pathology to identify targets for therapeutic interventions aimed at enhancing antiviral immune function and lung airway resilience while reducing pathogenic inflammation in COVID-19.


Assuntos
Betacoronavirus/imunologia , Infecções por Coronavirus/imunologia , Imunidade Inata/imunologia , Pneumonia Viral/imunologia , Caracteres Sexuais , COVID-19 , Feminino , Humanos , Masculino , Pandemias , SARS-CoV-2
11.
Genes Dev ; 35(3-4): 180-198, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33526585

RESUMO

Oligodendrocyte precursor cells (OPCs) are not merely a transitory progenitor cell type, but rather a distinct and heterogeneous population of glia with various functions in the developing and adult central nervous system. In this review, we discuss the fate and function of OPCs in the brain beyond their contribution to myelination. OPCs are electrically sensitive, form synapses with neurons, support blood-brain barrier integrity, and mediate neuroinflammation. We explore how sex and age may influence OPC activity, and we review how OPC dysfunction may play a primary role in numerous neurological and neuropsychiatric diseases. Finally, we highlight areas of future research.


Assuntos
Encéfalo/citologia , Células Precursoras de Oligodendrócitos/citologia , Células Precursoras de Oligodendrócitos/imunologia , Fatores Etários , Animais , Encéfalo/embriologia , Encéfalo/imunologia , Encéfalo/metabolismo , Sinapses Elétricas/fisiologia , Humanos , Transtornos Mentais/patologia , Doenças do Sistema Nervoso/patologia , Células Precursoras de Oligodendrócitos/patologia , Células Precursoras de Oligodendrócitos/fisiologia , Fatores Sexuais
12.
Immunol Rev ; 324(1): 25-41, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38767210

RESUMO

Obesity presents a significant health challenge, affecting 41% of adults and 19.7% of children in the United States. One of the associated health challenges of obesity is chronic low-grade inflammation. In both mice and humans, T cells in circulation and in the adipose tissue play a pivotal role in obesity-associated inflammation. Changes in the numbers and frequency of specific CD4+ Th subsets and their contribution to inflammation through cytokine production indicate declining metabolic health, that is, insulin resistance and T2D. While some Th subset alterations are consistent between mice and humans with obesity, some changes mainly characterize male mice, whereas female mice often resist obesity and inflammation. However, protection from obesity and inflammation is not observed in human females, who can develop obesity-related T-cell inflammation akin to males. The decline in female sex hormones after menopause is also implicated in promoting obesity and inflammation. Age is a second underappreciated factor for defining and regulating obesity-associated inflammation toward translating basic science findings to the clinic. Weight loss in mice and humans, in parallel with these other factors, does not resolve obesity-associated inflammation. Instead, inflammation persists amid modest changes in CD4+ T cell frequencies, highlighting the need for further research into resolving changes in T-cell function after weight loss. How lingering inflammation after weight loss affecting the common struggle to maintain lower weight is unknown. Semaglutide, a newly popular pharmaceutical used for treating T2D and reversing obesity, holds promise for alleviating obesity-associated health complications, yet its impact on T-cell-mediated inflammation remains unexplored. Further work in this area could significantly contribute to the scientific understanding of the impacts of weight loss and sex/hormones in obesity and obesity-associated metabolic decline.


Assuntos
Inflamação , Obesidade , Humanos , Obesidade/imunologia , Obesidade/metabolismo , Animais , Inflamação/imunologia , Feminino , Tecido Adiposo/metabolismo , Camundongos , Masculino , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismo , Linfócitos T/imunologia , Linfócitos T/metabolismo , Modelos Animais de Doenças
13.
Annu Rev Pharmacol Toxicol ; 64: 1-26, 2024 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-37788491

RESUMO

I am deeply honored to be invited to write this scientific autobiography. As a physician-scientist, pediatrician, molecular biologist, and geneticist, I have authored/coauthored more than 600 publications in the fields of clinical medicine, biochemistry, biophysics, pharmacology, drug metabolism, toxicology, molecular biology, cancer, standardized gene nomenclature, developmental toxicology and teratogenesis, mouse genetics, human genetics, and evolutionary genomics. Looking back, I think my career can be divided into four distinct research areas, which I summarize mostly chronologically in this article: (a) discovery and characterization of the AHR/CYP1 axis, (b) pharmacogenomics and genetic prediction of response to drugs and other environmental toxicants, (c) standardized drug-metabolizing gene nomenclature based on evolutionary divergence, and (d) discovery and characterization of the SLC39A8 gene encoding the ZIP8 metal cation influx transporter. Collectively, all four topics embrace gene-environment interactions, hence the title of my autobiography.


Assuntos
Genômica , Médicos , Humanos , Animais , Camundongos , Proteínas de Membrana Transportadoras , Farmacogenética
14.
Proc Natl Acad Sci U S A ; 121(31): e2403212121, 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-39042688

RESUMO

Some mental health problems such as depression and anxiety are more common in females, while others such as autism and attention deficit/hyperactivity (AD/H) are more common in males. However, the neurobiological origins of these sex differences are poorly understood. Animal studies have shown substantial sex differences in neuronal and glial cell structure, while human brain imaging studies have shown only small differences, which largely reflect overall body and brain size. Advanced diffusion MRI techniques can be used to examine intracellular, extracellular, and free water signal contributions and provide unique insights into microscopic cellular structure. However, the extent to which sex differences exist in these metrics of subcortical gray matter structures implicated in psychiatric disorders is not known. Here, we show large sex-related differences in microstructure in subcortical regions, including the hippocampus, thalamus, and nucleus accumbens in a large sample of young adults. Unlike conventional T1-weighted structural imaging, large sex differences remained after adjustment for age and brain volume. Further, diffusion metrics in the thalamus and amygdala were associated with depression, anxiety, AD/H, and antisocial personality problems. Diffusion MRI may provide mechanistic insights into the origin of sex differences in behavior and mental health over the life course and help to bridge the gap between findings from experimental, epidemiological, and clinical mental health research.


Assuntos
Encéfalo , Caracteres Sexuais , Humanos , Feminino , Masculino , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Saúde Mental , Adulto Jovem , Imagem de Difusão por Ressonância Magnética , Adolescente , Hipocampo/diagnóstico por imagem , Hipocampo/patologia , Tálamo/diagnóstico por imagem , Núcleo Accumbens/diagnóstico por imagem , Depressão/diagnóstico por imagem , Depressão/patologia , Ansiedade/diagnóstico por imagem
15.
Proc Natl Acad Sci U S A ; 121(24): e2321267121, 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38838014

RESUMO

Mitochondria perform an array of functions, many of which involve interactions with gene products encoded by the nucleus. These mitochondrial functions, particularly those involving energy production, can be expected to differ between sexes and across ages. Here, we measured mitochondrial effects on sex- and age-specific gene expression in parental and reciprocal F1 hybrids between allopatric populations of Tigriopus californicus with over 20% mitochondrial DNA divergence. Because the species lacks sex chromosomes, sex-biased mitochondrial effects are not confounded by the effects of sex chromosomes. Results revealed pervasive sex differences in mitochondrial effects, including effects on energetics and aging involving nuclear interactions throughout the genome. Using single-individual RNA sequencing, sex differences were found to explain more than 80% of the variance in gene expression. Males had higher expression of mitochondrial genes and mitochondrially targeted proteins (MTPs) involved in oxidative phosphorylation (OXPHOS), while females had elevated expression of non-OXPHOS MTPs, indicating strongly sex-dimorphic energy metabolism at the whole organism level. Comparison of reciprocal F1 hybrids allowed insights into the nature of mito-nuclear interactions, showing both mitochondrial effects on nuclear expression, and nuclear effects on mitochondrial expression. While based on a small set of crosses, sex-specific increases in mitochondrial expression with age were associated with longer life. Network analyses identified nuclear components of strong mito-nuclear interactions and found them to be sexually dimorphic. These results highlight the profound impact of mitochondria and mito-nuclear interactions on sex- and age-specific gene expression.


Assuntos
Mitocôndrias , Cromossomos Sexuais , Animais , Feminino , Masculino , Mitocôndrias/genética , Mitocôndrias/metabolismo , Cromossomos Sexuais/genética , Envelhecimento/genética , Envelhecimento/metabolismo , Fosforilação Oxidativa , Caracteres Sexuais , DNA Mitocondrial/genética , Núcleo Celular/metabolismo , Núcleo Celular/genética , Regulação da Expressão Gênica , Metabolismo Energético/genética
16.
Proc Natl Acad Sci U S A ; 121(32): e2320251121, 2024 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-39078671

RESUMO

The primary visual cortex (V1) in blindness is engaged in a wide spectrum of tasks and sensory modalities, including audition, touch, language, and memory. This widespread involvement raises questions regarding the constancy of its role and whether it might exhibit flexibility in its function over time, connecting to diverse network functions specific to task demands. This would suggest that reorganized V1 assumes a role like multiple-demand system regions. Alternatively, varying patterns of plasticity in blind V1 may be attributed to individual factors, with different blind individuals recruiting V1 preferentially for different functions. In support of this, we recently showed that V1 functional connectivity (FC) varies greatly across blind individuals. But do these represent stable individual patterns of plasticity, or are they driven more by instantaneous changes, like a multiple-demand system now inhabiting V1? Here, we tested whether individual FC patterns from the V1 of blind individuals are stable over time. We show that over two years, FC from the V1 is unique and highly stable in a small sample of repeatedly sampled congenitally blind individuals. Further, using multivoxel pattern analysis, we demonstrate that the unique reorganization patterns of these individuals allow decoding of participant identity. Together with recent evidence for substantial individual differences in V1 connectivity, this indicates that there may be a consistent role for V1 in blindness, which may differ for each individual. Further, it suggests that the variability in visual reorganization in blindness across individuals could be used to seek stable neuromarkers for sight rehabilitation and assistive approaches.


Assuntos
Cegueira , Plasticidade Neuronal , Humanos , Cegueira/fisiopatologia , Plasticidade Neuronal/fisiologia , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Imageamento por Ressonância Magnética , Córtex Visual Primário/fisiologia , Estudos Longitudinais , Córtex Visual/fisiopatologia , Córtex Visual/fisiologia , Córtex Visual/diagnóstico por imagem , Mapeamento Encefálico/métodos
17.
Proc Natl Acad Sci U S A ; 121(20): e2319641121, 2024 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-38709918

RESUMO

One of the largest sex differences in brain neurochemistry is the expression of the neuropeptide arginine vasopressin (AVP) within the vertebrate brain, with males having more AVP cells in the bed nucleus of the stria terminalis (BNST) than females. Despite the long-standing implication of AVP in social and anxiety-like behaviors, the circuitry underlying AVP's control of these behaviors is still not well defined. Using optogenetic approaches, we show that inhibiting AVP BNST cells reduces social investigation in males, but not in females, whereas stimulating these cells increases social investigation in both sexes, but more so in males. These cells may facilitate male social investigation through their projections to the lateral septum (LS), an area with the highest density of sexually differentiated AVP innervation in the brain, as optogenetic stimulation of BNST AVP → LS increased social investigation and anxiety-like behavior in males but not in females; the same stimulation also caused a biphasic response of LS cells ex vivo. Blocking the vasopressin 1a receptor (V1aR) in the LS eliminated all these responses. Together, these findings establish a sexually differentiated role for BNST AVP cells in the control of social investigation and anxiety-like behavior, likely mediated by their projections to the LS.


Assuntos
Ansiedade , Arginina Vasopressina , Comportamento Social , Animais , Feminino , Masculino , Camundongos , Ansiedade/metabolismo , Arginina Vasopressina/metabolismo , Comportamento Animal/fisiologia , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Neurônios/fisiologia , Optogenética , Receptores de Vasopressinas/metabolismo , Receptores de Vasopressinas/genética , Núcleos Septais/metabolismo , Núcleos Septais/fisiologia
18.
Proc Natl Acad Sci U S A ; 121(29): e2307221121, 2024 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-38980906

RESUMO

Human cognitive capacities that enable flexible cooperation may have evolved in parallel with the expansion of frontoparietal cortical networks, particularly the default network. Conversely, human antisocial behavior and trait antagonism are broadly associated with reduced activity, impaired connectivity, and altered structure of the default network. Yet, behaviors like interpersonal manipulation and exploitation may require intact or even superior social cognition. Using a reinforcement learning model of decision-making on a modified trust game, we examined how individuals adjusted their cooperation rate based on a counterpart's cooperation and social reputation. We observed that learning signals in the default network updated the predicted utility of cooperation or defection and scaled with reciprocal cooperation. These signals were weaker in callous (vs. compassionate) individuals but stronger in those who were more exploitative (vs. honest and humble). Further, they accounted for associations between exploitativeness, callousness, and reciprocal cooperation. Separately, behavioral sensitivity to prior reputation was reduced in callous but not exploitative individuals and selectively scaled with responses of the medial temporal subsystem of the default network. Overall, callousness was characterized by blunted behavioral and default network sensitivity to cooperation incentives. Exploitativeness predicted heightened sensitivity to others' cooperation but not social reputation. We speculate that both compassion and exploitativeness may reflect cognitive adaptations to social living, enabled by expansion of the default network in anthropogenesis.


Assuntos
Comportamento Cooperativo , Humanos , Masculino , Feminino , Adulto , Motivação/fisiologia , Tomada de Decisões/fisiologia , Confiança/psicologia , Adulto Jovem , Rede Nervosa/fisiologia , Empatia/fisiologia , Encéfalo/fisiologia , Encéfalo/diagnóstico por imagem
19.
Proc Natl Acad Sci U S A ; 121(14): e2319837121, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38530887

RESUMO

Depression has robust natural language correlates and can increasingly be measured in language using predictive models. However, despite evidence that language use varies as a function of individual demographic features (e.g., age, gender), previous work has not systematically examined whether and how depression's association with language varies by race. We examine how race moderates the relationship between language features (i.e., first-person pronouns and negative emotions) from social media posts and self-reported depression, in a matched sample of Black and White English speakers in the United States. Our findings reveal moderating effects of race: While depression severity predicts I-usage in White individuals, it does not in Black individuals. White individuals use more belongingness and self-deprecation-related negative emotions. Machine learning models trained on similar amounts of data to predict depression severity performed poorly when tested on Black individuals, even when they were trained exclusively using the language of Black individuals. In contrast, analogous models tested on White individuals performed relatively well. Our study reveals surprising race-based differences in the expression of depression in natural language and highlights the need to understand these effects better, especially before language-based models for detecting psychological phenomena are integrated into clinical practice.


Assuntos
Depressão , Mídias Sociais , Humanos , Estados Unidos , Depressão/psicologia , Emoções , Idioma
20.
Proc Natl Acad Sci U S A ; 121(12): e2322149121, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38470925

RESUMO

Individuals differ in where they fixate on a face, with some looking closer to the eyes while others prefer the mouth region. These individual biases are highly robust, generalize from the lab to the outside world, and have been associated with social cognition and associated disorders. However, it is unclear, whether these biases are specific to faces or influenced by domain-general mechanisms of vision. Here, we juxtaposed these hypotheses by testing whether individual face fixation biases generalize to inanimate objects. We analyzed >1.8 million fixations toward faces and objects in complex natural scenes from 405 participants tested in multiple labs. Consistent interindividual differences in fixation positions were highly inter-correlated across faces and objects in all samples. Observers who fixated closer to the eye region also fixated higher on inanimate objects and vice versa. Furthermore, the inter-individual spread of fixation positions scaled with target size in precisely the same, non-linear manner for faces and objects. These findings contradict a purely domain-specific account of individual face gaze. Instead, they suggest significant domain-general contributions to the individual way we look at faces, a finding with potential relevance for basic vision, face perception, social cognition, and associated clinical conditions.


Assuntos
Reconhecimento Facial , Fixação Ocular , Humanos , Individualidade , Olho , Face
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