Publications by authors named "Xingqi Cao"

Existing metabolomic clocks exhibit deficiencies in capturing the heterogeneous aging rates among individuals with the same chronological age. Yet, the modifiable and non-modifiable factors in metabolomic aging have not been systematically studied. Here, a new aging measure-MetaboAgeMort-is developed using metabolomic profiles from 239,291 UK Biobank participants for 10-year all-cause mortality prediction.

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Objective: To analyze the associations between factors in life course and physiological dysregulation in the middle-aged and elderly population in Zhoushan city of Zhejiang province, and the mediating roles of lifestyle and mental health.

Methods: A total of 1553 island residents aged ≥45 years were enrolled from the Zhejiang Metabolic Syndrome Cohort Zhoushan Liuheng Sub-cohort. The demographic information, life course information, lifestyle, and mental health information of participants were documented, and blood samples were collected.

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Background: Adults with cognitive impairment are prone to living alone in large numbers but receive relatively little attention. This study aimed to evaluate whether living alone with cognitive impairment was associated with a higher burden of functional disability but lack of informal care.

Methods: 982 observations of adults living alone with cognitive impairment and 50,695 observations of adults living with others and with normal cognition were identified from 4 waves (2011/2012, 2013, 2015, and 2018) of the China Health and Retirement Longitudinal Study (CHARLS).

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Complicated associations between multiplexed environmental factors and aging are poorly understood. We manipulated aging using multidimensional metrics such as phenotypic age, brain age, and brain volumes in the UK Biobank. Weighted quantile sum regression was used to examine the relative individual contributions of multiplexed environmental factors to aging, and self-organizing maps (SOMs) were used to examine joint effects.

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Aims: We aimed to prospectively evaluate the association of sarcopenic obesity (SO) with the incidence risk of heart failure (HF), and the mediating role of metabolomics and inflammation in people with type 2 diabetes (T2D).

Methods: 22,496 participants with T2D from the UK Biobank were included. SO was defined as the combination of obesity (body mass index ≥30 kg/m) and sarcopenia (grip strength <27 kg in male or <16 kg in female).

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Is childhood adversity associated with biological aging, and if so, does sex modify the association, and do lifestyle and mental health mediate the association? A lifespan analysis is conducted using data on 142 872 participants from the UK Biobank to address these questions. Childhood adversity is assessed through the online mental health questionnaire (2016), including physical neglect, physical abuse, emotional neglect, emotional abuse, sexual abuse, and a cumulative score. Biological aging is indicated by telomere length (TL) measured from leukocyte DNA using qPCR, and the shorter TL indicates accelerated biological aging; a lifestyle score is constructed using body mass index, physical activity, drinking, smoking, and diet; mental disorder is assessed using depression, anxiety, and insomnia at the baseline survey.

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Article Synopsis
  • Assessing the risks of healthy aging through biomarkers and related factors is a significant area of research.
  • This study reviews literature from 2018 to 2023, examining findings in both Chinese and English databases to understand various biomarkers and their associations with aging.
  • The study highlights that previous research often focused on individual biomarkers and specific life factors, and aims to provide insights for future healthy aging strategies from a life course perspective.
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Background: The aim of the current study was to explore the trajectories, variabilities, and cumulative exposures of body mass index (BMI) and waist circumference (WC) with cardiac arrhythmia (CA) risks.

Methods: In total, 35,739 adults from the Kailuan study were included. BMI and WC were measured repeatedly during the 2006-2010 waves.

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Background: Whether perceived stress is associated with loneliness and depressive symptoms in general adults, and to what extent sleep quality mediates the associations, remains unknown. The aim of this study was to estimate the associations of perceived stress with loneliness and depressive symptoms, and the mediating role of sleep quality in these associations.

Methods: Cross-sectional data on 734 participants (aged 18-87 years) were analyzed.

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Background: With two well-validated aging measures capturing mortality and morbidity risk, this study examined whether and to what extent aging mediates the associations of unhealthy lifestyles with adverse health outcomes.

Methods: Data were from 405,944 adults (40-69 years) from UK Biobank (UKB) and 9972 adults (20-84 years) from the US National Health and Nutrition Examination Survey (NHANES). An unhealthy lifestyles score (range: 0-5) was constructed based on five factors (smoking, drinking, physical inactivity, unhealthy body mass index, and unhealthy diet).

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Objectives: Childhood adversity and lifestyle have been associated with frailty in later life, but not much is known about factors that may explain these associations. Therefore, this study aims to investigate the association of childhood adversity with frailty, and the mediating role of unhealthy lifestyle in the association.

Methods: This lifespan analysis included 152,914 adults aged 40-69 years old from the UK Biobank.

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Article Synopsis
  • Mild cognitive impairment (MCI) is a crucial stage leading to dementia, and early prediction of MCI can help identify at-risk individuals and implement prevention strategies.* -
  • The study involved a narrative review and data analysis from three surveys with a total of over 10,000 participants, utilizing regression models to create a composite risk score for MCI and evaluate its effectiveness.* -
  • Results indicated that existing prediction models had limitations, but the new risk score showed promising accuracy in predicting MCI, leading to the creation of an accessible online tool for community use.*
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Objectives: Adults without diabetes are not completely healthy; they are probably heterogeneous with several potential health problems. The management of hemoglobin A1c (HbA1c) is crucial among patients with diabetes; but whether similar management strategy is needed for adults without diabetes is unclear. Thus, this study aimed to investigate the associations of visit-to-visit HbA1c variability with incident dementia and hippocampal volume among middle-aged and older adults without diabetes, providing potential insights into this question.

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Background: Compared with adults with normal glucose metabolism, those with prediabetes tend to be frail. However, it remains poorly understood whether frailty could identify adults who are most at risk of adverse outcomes related to prediabetes.

Objective: We aimed to systematically evaluate the associations between frailty, a simple health indicator, and risks of multiple adverse outcomes including incident type 2 diabetes mellitus (T2DM), diabetes-related microvascular disease, cardiovascular disease (CVD), chronic kidney disease (CKD), eye disease, dementia, depression, and all-cause mortality in late life among middle-aged adults with prediabetes.

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Background: At present, the results on the associations between dietary patterns and risk of dementia are inconsistent, and studies on the associations between dietary patterns and brain structures are limited.

Objectives: We aimed to investigate the associations of midlife dietary patterns with incident dementia and brain structures.

Methods: On the basis of the UK Biobank Study, we investigated the 1) prospective associations of 4 healthy dietary pattern indices [healthy plant-based diet index (hPDI), Mediterranean diet score (MDS), recommended food score (RFS), and Mediterranean-DASH Intervention for Neurodegenerative Delay Diet (MIND)] with incident dementia (identified using linked hospital data; N = 114,684; mean age, 56.

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Background: As persons with HIV (PWH) live longer they may experience a heightened burden of poor health. However, few studies have characterized the multi-dimentional health of PWH. Thus, we aimed to identify the extent and pattern of health disparities, both within HIV infection status and across age (or sex) specific groups.

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The relationship between skeletal muscle and cognitive disorders has drawn increasing attention. This study aims to examine the associations of sarcopenia with cognitive function and dementia risk score. Data on 1978 participants (aged 65 years and older) from the 2011 wave of the China Health and Retirement Longitudinal Study, with four follow-up waves to 2018, were used.

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Article Synopsis
  • - The study assessed the relationship between frailty and the risk of developing cardiovascular disease (CVD) and type 2 diabetes (T2DM) in 13,388 long-term cancer survivors, using two frailty indicators: frailty phenotype (FP_Frailty) and frailty index (FI_Frailty).
  • - Results indicated that both pre-frail and frail participants had a significantly higher risk of CVD, with early stages of frailty also associated with CVD and T2DM, though the frailty index showed a stronger correlation with T2DM than the frailty phenotype.
  • - These findings emphasize the importance of managing frailty in long-term cancer survivors, as even mild levels of frailty
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Background: Childhood adversity and lifestyle have been associated with frailty in later life, but not much is known about factors that may explain these associations. An unhealthy lifestyle may play an important role in the pathway from childhood adversity to frailty. Therefore, this study aims to investigate the association of childhood adversity with frailty, and the mediating role of unhealthy lifestyle in the association.

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Background: Little is known regarding the association between weight change and accelerated aging.

Objectives: This study aimed to estimate the influence of weight change across adulthood on biological aging acceleration in middle-aged and older adults in the United States.

Methods: We used data of 5553 adults (40-84 y) from the National Health and Nutrition Examination Survey 1999-2010.

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Background: The decision for household cooking fuel choice is a complex and multi-dimensional process. This study aims to: 1) examine the trend of cooking fuel types during past decades; and 2) examine the association between switching from polluting to clean fuels for cooking and mortality risk.

Methods: This analysis included data on 39,359 participants from 9 waves of the China Health and Nutrition Survey (CHNS) (1991-2015).

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Background: This study aimed to evaluate the associations between the multidimensional health status of one spouse and the onset of depressive symptoms in partner, and whether the associations differed by gender and residence.

Methods: We analyzed data from 2401 females and their husbands (scenario 1), and 2830 males and their wives (scenario 2) who participated in the 2011/2012 and 2015 waves of China Health and Retirement Longitudinal Study. Depressive symptoms were assessed using the 10-item Centre for Epidemiological Studies Depression Scale.

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Article Synopsis
  • A study examines the link between household air pollution from solid fuel use (like coal) for cooking and heating and the risk of developing dementia in adults aged 45 and older in China.
  • The analysis involved over 11,000 participants and found that using solid fuels is tied to higher dementia risk scores, especially among individuals using solid fuels for both cooking and heating.
  • The results emphasize the need for improved access to clean energy sources to help prevent dementia, particularly for people living in rural areas.
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Background: This study aimed to explore the relationship between iron markers and metabolic obesity phenotypes and the role of age.

Methods: Data were from the China Health and Nutrition Survey 2009. Metabolic obesity phenotypes included metabolically healthy with normal weight (MHNW), metabolically unhealthy with normal weight (MUNW), metabolically healthy with overweight/obesity (MHO), and metabolically unhealthy with overweight/obesity (MUO).

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