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RATIONALE AND OBJECTIVES: Prior to clinical presentations of Alzheimer's Disease (AD), neuropathological changes, such as amyloid-ß and brain atrophy, have accumulated at the earlier stages of the disease. The combination of such biomarkers assessed by multiple modalities commonly improves the likelihood of AD etiology. We aimed to explore the discriminative ability of Aß PET features and whether combining Aß PET and structural MRI features can improve the classification performance of the machine learning model in older healthy control (OHC) and mild cognitive impairment (MCI) from AD. MATERIAL AND METHODS: We collected 94 AD patients, 82 MCI patients, and 85 OHC from three different cohorts. 17 global/regional Aß features in Centiloid, 122 regional volume, and 68 regional cortical thickness were extracted as imaging features. Single or combined modality features were used to train the random forest model on the testing set. The top 10 features were sorted based on the Gini index in each binary classification. RESULTS: The results showed that AUC scores were 0.81/0.86 and 0.69/0.68 using sMRI/Aß PET features on the testing set in differentiating OHC and MCI from AD. The performance was improved while combining two-modality features with an AUC of 0.89 and an AUC of 0.71 in two classifications. Compared to sMRI features, particular Aß PET features contributed more to differentiating AD from others. CONCLUSION: Our study demonstrated the discriminative ability of Aß PET features in differentiating AD from OHC and MCI. A combination of Aß PET and structural MRI features can improve the RF model performance.
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PURPOSE: The Centiloid project helps calibrate the quantitative amyloid-ß (Aß) load into a unified Centiloid (CL) scale that allows data comparison across multi-site. How the smaller regional amyloid converted into CL has not been attempted. We first aimed to express regional Aß deposition in CL using [18F]Flutemetamol and evaluate regional Aß deposition in CL with that in standardized uptake value ratio (SUVr). Second, we aimed to determine the presence or absence of focal Aß deposition by measuring regional CL in equivocal cases showing negative global CL. METHODS: Following the Centiloid project pipeline, Level-1 replication, Level-2 calibration, and quality control were completed to generate corresponding Centiloid conversion equations to convert SUVr into Centiloid at regional levels. In equivocal cases, the regional CL was compared with visual inspection to evaluate regional Aß positivity. RESULTS: 14 out of 16 regional conversions from [18F]Flutemetamol SUVr to Centiloid successfully passed the quality control, showing good reliability and relative variance, especially precuneus/posterior cingulate and prefrontal regions with good stability for Centiloid scaling. The absence of focal Aß deposition could be detected by measuring regional CL, showing a high agreement rate with visual inspection. The regional Aß positivity in the bilateral anterior cingulate cortex was most prevalent in equivocal cases. CONCLUSION: The expression of regional brain Aß deposition in CL with [18F]Flutemetamol has been attempted in this study. Equivocal cases had focal Aß deposition that can be detected by measuring regional CL.
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Peptídeos beta-Amiloides , Compostos de Anilina , Benzotiazóis , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Humanos , Peptídeos beta-Amiloides/metabolismo , Feminino , Masculino , Idoso , Tomografia por Emissão de Pósitrons/métodos , Reprodutibilidade dos Testes , Doença de Alzheimer/metabolismo , Doença de Alzheimer/diagnóstico por imagem , Pessoa de Meia-Idade , Encéfalo/metabolismo , Encéfalo/diagnóstico por imagem , CalibragemRESUMO
Previous research has shown mixed results regarding the relationship between social class and children's prosocial behavior. The current study aims to further our understanding of these findings by exploring the relationship between social class and children's prosocial behavior in a moral context. Study 1 (N = 833) found that when a target child pursued a morally negative goal and subsequently experienced misfortune, children from higher social class, compared to those from lower social class, experienced greater schadenfreude and exhibited less prosocial behavior. The relation between social class and prosocial behavior was mediated by schadenfreude. Study 2 (N = 389) investigated whether the greater schadenfreude experienced by children from higher social class was due to a weaker empathic response to misfortune or a stronger sense of deservingness. The results revealed a sequential mediation effect of social class on prosocial behavior through deservingness and schadenfreude. These findings provide insight into the impact of social class on the development of children's moral judgment, emotions, and behavior. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Comportamento Infantil , Empatia , Princípios Morais , Comportamento Social , Classe Social , Humanos , Masculino , Feminino , Criança , Empatia/fisiologia , EmoçõesRESUMO
BACKGROUND: Internet gaming addiction (IGA) is a global concern, especially among young children. There have been some suggestions that childhood psychological maltreatment influences the development of IGA, but evidence for this has thus far been lacking. OBJECTIVE: The goal of this study was to investigate the association between childhood psychological maltreatment and IGA in adolescents and the mediation roles of maladaptive emotion regulation strategies and psychosocial problems (depression and social anxiety). METHODS: This study recruited 1280 (girls = 690) middle school students with a mean age of 16.09 ± 0.98 years old. All participants undertook a standardized assessment of childhood psychological maltreatment, maladaptive emotion regulation strategies, psychosocial problems (depression and social anxiety), and IGA. RESULTS: We examined whether the effect of childhood psychological maltreatment on IGA was mediated by maladaptive emotion regulation strategies and psychosocial problems (depression and social anxiety). Both parallel and sequential mediation analysis showed that maladaptive emotion regulation strategies and depression mediated the relationship between childhood psychological maltreatment and IGA. CONCLUSIONS: Childhood psychological maltreatment is positively associated with IGA in adolescents. Maladaptive emotion regulation strategies and depression both significantly mediated the relationship between childhood psychological maltreatment and IGA.
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Maus-Tratos Infantis , Regulação Emocional , Adolescente , Criança , Maus-Tratos Infantis/psicologia , Pré-Escolar , China/epidemiologia , Feminino , Humanos , Imunoglobulina A , Internet , Transtorno de Adição à Internet/epidemiologiaAssuntos
Saúde Mental , População Rural , China/epidemiologia , Humanos , Estudantes/psicologia , População UrbanaRESUMO
Social rejection research has largely focused on the consequences of rejection when individuals experience rejection alone. Yet little is known about the reaction of those co-experiencing rejection. We tested the hypothesis that the co-experience of rejection increases cooperation between the co-experiencers. Three experiments provided supporting evidence for the hypothesis. The participants cooperated more when they co-experienced rejection than when they experienced rejection alone. The need to belong mediated the relationship between those co-experiencing rejection and cooperation. These findings shed light on the factors that initiate the formation of small groups, especially deviant ones.
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Comportamento Cooperativo , Processos Grupais , Distância Psicológica , Adulto , Feminino , Humanos , Masculino , Adulto JovemRESUMO
Threat appeals have been widely utilized in numerous types of public service announcements (PSAs), and previous research has focused on the impact of the inherent messages in these announcements. By examining the research on the effects of framing PSAs in terms of the threat of the message to oneself or others, we proposed a clear conceptualization of "threat-target framing." The first two studies addressed the direct effects of threat-target framing and found that other-oriented threat appeals can evoke more guilt than can self-oriented threat appeals. Moreover, self-oriented threat appeals can evoke more fear and immediately direct recipients' attention to the smoker than can other-oriented threat appeals. Study 3 reported that a contextual factor-relationship norms-was introduced as a potential moderating factor. Results showed that relationship norms had the potential to moderate the effect of threat-target framing on recipients' fear response, but not the effect on recipients' guilt and coping response. In sum, the results highlighted the importance of message framing of advertising copies and the placement context. Our findings may be useful in understanding the antecedents of the persuasiveness of PSAs.
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Emoções , Comunicação Persuasiva , Anúncios de Utilidade Pública como Assunto , Fumantes/psicologia , Adulto , China , Medo , Feminino , Culpa , Promoção da Saúde , Humanos , Masculino , Fumar/psicologia , Abandono do Hábito de Fumar/psicologia , Adulto JovemRESUMO
Two experiments were designed to test the hypothesis that affective information looms relatively larger than cognitive information when individuals are distracted for a period of time compared to when they engage in deliberative thinking. In two studies, participants were presented with information about 4 decision alternatives: An affective alternative that scored high on affective attributes but low on cognitive attributes, a cognitive alternative with the opposite trade-off, and two fillers. They were then asked to indicate their attitudes toward each of four decision alternatives either immediately, after a period of deliberation, or after a period of distraction. The results of both experiments demonstrated that participants significantly preferred the affective alternative to the cognitive alternative after distraction, but not after deliberation. The implications for understanding when and how unconscious thought may lead to better decisions are being discussed.
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BACKGROUND: In 2008 after a massive earthquake jolted Wenchuan, China, we reported an effect that we termed a "Psychological Typhoon Eye": the closer to the center of the devastated area, the lower the level of concern felt by residents about safety and health. We now report on the progression of this effect and the development of new variations after the quake as well as investigating potential explanations. METHODOLOGY/PRINCIPAL FINDINGS: We conducted two sequential surveys of 5,216 residents in non-devastated and devastated areas in September-October 2008 and April-May 2009. Respondents were asked five questions to assess their concerns about safety and health. A MANCOVA showed a significant inverse effect of residential devastation level on the estimated number of medical and psychological workers needed, the estimated probability of an epidemic outbreak, and the estimated number of self-protective behaviors needed (Ps<0.001), in spite of the passage of one year. The level of post-earthquake concern decreased significantly with an increase in the residential devastation level. Additionally, we observed two variations in the "Psychological Typhoon Eye" effect, in that the respondents' concern decreased with increasing relational distance between a respondent and victims who had suffered either physical or economic damage. CONCLUSIONS/SIGNIFICANCE: The previously reported effect of a "Psychological Typhoon Eye" remains robust over a 1-year period. We found that the "psychological immunization" theory did not provide a satisfactory explanation for these intriguing results. Our findings may be useful in understanding how people become resilient to threats.
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Terremotos , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Estresse Psicológico/psicologia , Adulto , China , Demografia/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Análise Multivariada , Transtornos de Estresse Pós-Traumáticos/psicologia , Fatores de TempoRESUMO
During the first half of 2008, China suffered three natural disasters: a heavy snow storm, an outbreak of hand-foot-mouth disease, and a severe earthquake. The aim of the present study is to explore how low-probability/high-consequence events influence overconfidence. In Study 1, opportunity samples were obtained by recruiting residents in three different types of disaster-hit areas to answer a peer-comparison probability judgment questionnaire about 1 month after the corresponding disaster occurred. The performance of 539 participants in disaster-hit areas was compared with that of 142 residents in a nondisaster area. The findings indicate that residents in disaster-hit areas were less overconfident than those in the nondisaster area on both positive and negative events. In Study 2, we surveyed a total of 336 quake-victims 4 and 11 months after the earthquake to examine whether the impact of disasters on overconfidence would decay with time. The resulting data indicate that the disaster victims became more overconfident as time elapsed. The overall findings suggest that low-probability/high-consequence events could make people less overconfident and more rational and seem to serve as a function of debiasing.
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Desastres , Probabilidade , ChinaRESUMO
BACKGROUND: On May 12, 2008, an earthquake measuring 8.0 on the Richter scale jolted Wenchuan, China, leading to 69,227 deaths and 374,643 injured, with 17,923 listed as missing as of Sept. 25, 2008, and shook the whole nation. We assessed the devastating effects on people's post-earthquake concern about safety and health. METHODOLOGY/PRINCIPAL FINDINGS: From June 4 to July 15, 2008, we surveyed a convenience sample of 2,262 adults on their post-earthquake concern about safety and health. Residents in non-devastated areas (Fujian and Hunan Provinces, and Beijing) and devastated areas (Sichuan and Gansu Provinces) responded to a questionnaire of 5 questions regarding safety measures, epidemic disease, medical workers, psychological workers, and medication. The ANOVAs showed a significant effect of residential devastation level on the estimated number of safety measures needed, the estimated probability of the outbreak of an epidemic, and the estimated number of medical and psychological workers needed (Ps<0.001). The post-earthquake concern decreased significantly as the level of residential devastation increased. Because of the similarity with the meteorological phenomenon of the eye of a typhoon, we dubbed these findings a "Psychological Typhoon Eye": the closer to the center of the devastated areas, the less the concern about safety and health a resident felt. CONCLUSIONS/SIGNIFICANCE: Contrary to common perception and ripple effect that the impact of an unfortunate event decays gradually as ripples spread outward from a center, a "Psychological Typhoon Eye" effect was observed where the post-earthquake concern was at its lowest level in the extremely devastated areas. The resultant findings may have implications for Chinese governmental strategies for putting "psychological comfort" into effect.
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Coleta de Dados , Terremotos , Segurança , Estresse Psicológico/psicologia , Adulto , Criança , China , Serviços Médicos de Emergência , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Transtornos de Estresse Pós-Traumáticos , Inquéritos e Questionários , Adulto JovemRESUMO
OBJECTIVE: To observe the effects of treatment with long-term continuous epoprostenol (Epo) infusion on the survival and pulmonary artery pressure in patients with primary pulmonary hypertension (PPH). METHODS: Sixty nine patients with PPH and congestive heart failure of stage III or IV (classification by New York Heart Association) treated with Epo of initial dose of 2 - 62 ng x kg(-1) x min(-1) (the dosage was enhanced by 1 - 2 ng x kg(-1) x min(-1) every 2 months according to patient's response). All patients underwent right heart catheterization and Doppler echocardiography to measure the systolic pressure gradient between the right ventricle and right atrium (DeltaP) and the cardiac output (CO). Doppler echocardiography and catheterization data were compared. Patients were followed up with echocardiography once every 4 months. RESULTS: Of 69 patients treated with Epo 17 were followed up for > 330 days. During this period, DeltaP decreased from (84.1 +/- 24.1) mm Hg to (62.7 +/- 18.2) mm Hg (P < 0.01), CO increased from (4.00 +/- 1.22) L/min to (4.70 +/- 1.27) L/min (P < 0.02), DeltaP/CO decreased from 22.8 +/- 9.4 to 14.9 +/- 6.5 (P < 0.01). The patient survival was improved. CONCLUSIONS: Patients with PPH treated with continuous infusion of Epo experienced a decrease in pulmonary artery pressure and an increase in cardiac output. Long-term follow-up of some patients of the group demonstrated improved survival during the period of Epo therapy.