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1.
Article in English | MEDLINE | ID: mdl-39270733

ABSTRACT

INTRODUCTION: Observational study suggested SGLT2 inhibitors might promote healthy aging. However, whether brain-related phenotypes mediate this association. We applied Mendelian randomization (MR) to investigate the effect of SGLT2 inhibition on chronological, biological age and cognition and explore the mediation effects of brain imaging-derived phenotypes (IDPs). METHODS: We selected genetic variants associated with both expression levels of SLC5A2 (GTEx and eQTLGen data; N=129 to 31,684) and HbA1c levels (UK Biobank; N=344,182) and used them to proxy the effect of SGLT2 inhibition. Aging related outcomes, including parental longevity (N=389,166) and epigenetic clocks (N=34,710), and cognitive phenotypes, including cognitive function (N=300,486) and intelligence (N= 269,867) were derived from genome-wide association studies. Two-step MR were conducted to explore the associations between SGLT2 inhibition, IDPs, and aging outcomes, cognition. RESULTS: SGLT2 inhibition was associated with longer father's attained age (years of life increase per SD (6.75 mmol/mol) reduction in HbA1c levels = 6.21, 95%CI 1.95 to 11.15), better cognitive function (beta = 0.17, 95%CI 0.03 to 0.31) and higher intelligence (beta = 0.47, 95%CI 0.19 to 0.75). Two-step MR identified two IDPs as mediators linking SGLT2 inhibition with chronological age (total proportion of mediation = 22.6%), where four and five IDPs were mediators for SGLT2 inhibition on cognitive function and intelligence respectively (total proportion of mediation = 61.6% and 68.6% respectively). CONCLUSIONS: Our study supported that SGLT2 inhibition increases father's attained age, cognitive function and intelligence, which was mediated through brain images of different brain regions. Future studies are needed to investigate whether similar effect could be observed for users of SGLT2 inhibitors.

2.
Article in English | MEDLINE | ID: mdl-39307933

ABSTRACT

BACKGROUND: Sex differences in blood pressure (BP) levels and hypertension are important and the role of socioeconomic status (SES) in sex differences of hypertension remains unclear. OBJECTIVE: We aimed to evaluate the impact of SES on sex differences of hypertension in a nationally representative survey study. METHODS: A total of 98,658 participants aged ≥18 years who have lived in their current residence for ≥6 months were recruited from 162 study sites across mainland China. Sex was self-reported. Individual-level SES included the highest level of education and annual household income. Area-level SES included economic development status, urban/rural residency, and north/south location. Outcomes included levels of systolic and diastolic BP, and hypertension. Linear and Cox regression models were used to examine the associations between sex (women vs. men) and BP characteristics stratified by individual or combined SES indicators. RESULTS: Systolic and diastolic BP levels and prevalence of hypertension were higher in men than women. This sex difference was found across categories of SES with widened sex disparities in participants having more favorable SES. Significant multiplicative interaction effects of SES on the association of sex with BP characteristics were found. Women with improving SES were associated with lower BP and hypertension prevalence compared with men. For combined SES, a 9% (prevalence ratio (PR)=0.91, 95% confidence interval (CI)=0.83, 0.98) and a 30% lower probability (PR=0.70, 95% CI=0.63, 0.78) of having hypertension were found in women with an overall intermediate SES and high SES, respectively compare with low SES while no significant reduction was found in men. CONCLUSIONS: There are significant sex differences in BP characteristics and SES has a potent impact on the disparities. Sex-specific public health policies to alleviate socioeconomic inequalities, especially in women are important for the prevention of hypertension.

3.
JMIR Public Health Surveill ; 10: e57920, 2024 Aug 23.
Article in English | MEDLINE | ID: mdl-39177971

ABSTRACT

Background: Cardiovascular-kidney-metabolic (CKM) health is affected by social determinants of health, especially education. CKM syndrome has not been evaluated in Chinese population, and the association of education with CKM syndrome in different sexes and its intertwined relation with lifestyles have not been explored. Objective: We aimed to explore the association between educational attainment and the prevalence of CKM syndrome stages in middle-aged and older Chinese men and women as well as the potential role of health behavior based on Life's Essential 8 construct. Methods: This study used data from the nationwide, community-based REACTION (Risk Evaluation of Cancers in Chinese diabetic individuals: a longitudinal study). A total of 132,085 participants with complete information to determine CKM syndrome stage and education level were included. Educational attainment was assessed by the self-reported highest educational level achieved by the participants and recategorized as low (elementary school or no formal education) or high (middle school, high school, technical school/college, or above). CKM syndrome was ascertained and classified into 5 stages according to the American Heart Association presidential advisory released in 2023. Results: Among 132,085 participants (mean age 56.95, SD 9.19 years; n=86,675, 65.62% women) included, most had moderate-risk CKM syndrome (stages 1 and 2), and a lower proportion were at higher risk of CKM (stages 3 and 4). Along the CKM continuum, low education was associated with 34% increased odds of moderate-risk CKM syndrome for women (odds ratio 1.36, 95% CI 1.23-1.49) with a significant sex disparity, but was positively correlated with high-risk CKM for both sexes. The association between low education and high-risk CKM was more evident in women with poor health behavior but not in men, which was also interactive with and partly mediated by behavior. Conclusions: Low education was associated with adverse CKM health for both sexes but was especially detrimental to women. Such sex-specific educational disparity was closely correlated with health behavior but could not be completely attenuated by behavior modification. These findings highlight the disadvantage faced by women in CKM health ascribed to low education, underscoring the need for public health support to address this inequality.


Subject(s)
Educational Status , Metabolic Syndrome , Humans , Female , Male , Metabolic Syndrome/epidemiology , Middle Aged , Cross-Sectional Studies , China/epidemiology , Aged , Longitudinal Studies , Cardiovascular Diseases/epidemiology , Health Status Disparities , Sex Factors , Adult , Kidney Diseases/epidemiology , Prevalence
4.
Cell Rep Med ; 5(8): 101688, 2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39168098

ABSTRACT

We evaluated the effect of sodium-glucose cotransporter 2 (SGLT2) inhibition on prostate cancer by evidence triangulation. Using Mendelian randomization, we found that genetically proxied SGLT2 inhibition reduced the risk of overall (odds ratio = 0.56, 95% confidence interval [CI] = 0.38 to 0.82; 79,148 prostate cancer cases and 61,106 controls), advanced, and early-onset prostate cancer. Using electronic healthcare data (nSGLT2i = 24,155; nDPP4i = 24,155), we found that the use of SGLT2 inhibitors was associated with a 23% reduced risk of prostate cancer (hazard ratio = 0.77, 95% CI = 0.61 to 0.99) in men with diabetes. Using data from two prospective cohorts (n4C = 57,779; nUK_Biobank = 165,430), we found little evidence to support the association of HbA1c with prostate cancer, implying a non-glycemic effect of SGLT2 inhibition on prostate cancer. In summary, this study provides multiple layers of evidence to support the beneficial effect of SGLT2 inhibition on reducing prostate cancer risk. Future trials are warranted to investigate whether SGLT2 inhibitors can be recommended for prostate cancer prevention.


Subject(s)
Mendelian Randomization Analysis , Prostatic Neoplasms , Sodium-Glucose Transporter 2 Inhibitors , Humans , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/drug therapy , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Middle Aged , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Cohort Studies , Aged , Glycated Hemoglobin/metabolism , Sodium-Glucose Transporter 2/metabolism , Sodium-Glucose Transporter 2/genetics , Electronic Health Records
6.
Mayo Clin Proc ; 99(10): 1589-1605, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39001774

ABSTRACT

OBJECTIVE: To investigate the causal effect of protein intake on hypertension and the related mediating pathways. PATIENTS AND METHODS: Using genome-wide association study summary statistics of European ancestry, we applied univariable and multivariable Mendelian randomization to estimate the bidirectional associations of relative protein intake and related metabolomic signatures with hypertension (FinnGen: Ncase=42,857/Ncontrol=162,837; UK Biobank: Ncase=77,723/Ncontrol=330,366) and blood pressure (International Consortium of Blood Pressure: N=757,601) and two-step Mendelian randomization to assess the mediating roles of 40 cardiometabolic factors therein. Mendelian randomization estimates of hypertension from FinnGen and UK Biobank were meta-analyzed without heterogeneity. We performed the study from May 15, 2023, to September 15, 2023. RESULTS: Each 1-SD higher relative protein intake was causally associated with 69% (odds ratio, 0.31; 95% CI, 0.11 to 0.89) lower hypertension risk independent of the effects of other macronutrients, and was the only macronutrient associated with 2.21 (95% CI, 0.52 to 3.91) mm Hg lower pulse pressure, in a unidirectional manner. Higher plant protein-related metabolomic signature (glycine) was associated with lower hypertension risk and pulse pressure, whereas higher animal protein-related metabolomic signatures (leucine, isoleucine, valine, and isovalerylcarnitine [only systolic blood pressure]) were associated with higher hypertension risk, pulse pressure, and systolic blood pressure. The effect of relative protein intake on hypertension was causally mediated by frailty index (mediation proportion, 40.28%), monounsaturated fatty acids (13.81%), saturated fatty acids (11.39%), grip strength (5.34%), standing height (3.99%), and sitting height (3.61%). CONCLUSION: Higher relative protein intake causally reduces the risk of hypertension, partly mediated by physical fitness and circulating fatty acids.


Subject(s)
Dietary Proteins , Fatty Acids , Genome-Wide Association Study , Hypertension , Mendelian Randomization Analysis , Physical Fitness , Humans , Hypertension/epidemiology , Hypertension/blood , Hypertension/genetics , Dietary Proteins/administration & dosage , Fatty Acids/blood , Physical Fitness/physiology , Male , Female , Blood Pressure/physiology , Middle Aged
7.
Cell Rep Med ; 5(8): 101656, 2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39067445

ABSTRACT

Nationwide estimates of the impact of common modifiable risk factors on mortality remain crucial. We aim to assess the influence of social determinants, lifestyle, and metabolic factors on mortality in 174,004 adults aged ≥40 years from the China Cardiometabolic Disease and Cancer Cohort (4C) Study. We reveal that 17 modifiable factors are independently associated with mortality, accounting for 64.8% of all-cause mortality, 77.4% of cardiovascular mortality, and 44.8% of cancer mortality. Low education emerges as the leading factor for both all-cause and cancer mortality, while hypertension is predominant for cardiovascular mortality. Moreover, low gross domestic product per capita and high ambient particulate matter with a diameter of <2.5 µm (PM2.5) air pollution account for 7.8% and 4.3% for all-cause mortality, respectively, using a different method. Gender-specific analyses reveal distinct patterns, with women's mortality primarily associated with social determinants and men exhibiting stronger associations with lifestyle factors. Targeted health interventions are essential to mitigate mortality risks effectively in China.


Subject(s)
Life Style , Humans , Male , Female , China/epidemiology , Middle Aged , Prospective Studies , Adult , Aged , Risk Factors , Social Determinants of Health , Neoplasms/mortality , Cardiovascular Diseases/mortality , East Asian People
8.
Front Endocrinol (Lausanne) ; 15: 1321622, 2024.
Article in English | MEDLINE | ID: mdl-38904041

ABSTRACT

Background: The triglyceride glucose (TyG) index has been associated with an increased risk in breast cancer. However, this association remains unclear among the Chinese population. This study aimed to investigate whether the TyG index is associated with the risk of prevalent breast cancer in Chinese women. Methods: This cross-sectional study included 142,184 women from the REACTION (Risk Evaluation of Cancers in Chinese Diabetic Individuals: A Longitudinal) Study, which recruited adults aged 40 years or older from 25 centers across mainland China between 2011 and 2012. The TyG index was calculated according to the formula: Ln (fasting triglycerides [mg/dL] × fasting glucose [mg/dL]/2). Multivariable-adjusted logistic regression models were used to evaluate odds ratios (ORs) and 95% confidence intervals (CIs) regarding the associations between the TyG index and breast cancer. Results: Multivariable-adjusted logistic regression analysis showed that compared with the lowest quartile of the TyG index, the highest quartile of the TyG index was significantly associated with an increased risk of prevalent breast cancer, with an OR (95% CI) of 1.61 (1.19-2.17). In the stratified analysis, the association of each 1 SD increase in the TyG index with risk of prevalent breast cancer was more dominant in individuals with menarche at age 13-17, those who were postmenopausal, those with a history of breastfeeding, and those who had two to four children, with the ORs (95% CIs) of 1.35 (1.09-1.68), 1.27 (1.05-1.54), 1.26 (1.05-1.52), and 1.32 (1.08-1.62), respectively. Moreover, among those without discernible insulin resistance (homeostatic model assessment-insulin resistance [HOMA-IR] ≥2.5), hyperglycemia and dyslipidemia, each 1 SD increase in the TyG index was associated with a 1.36-fold increase in breast cancer risk, with an OR (95% CI) of 2.36 (1.44-3.87). Conclusion: The TyG index is significantly associated with the prevalent breast cancer risk among middle-aged and elderly Chinese women.


Subject(s)
Blood Glucose , Breast Neoplasms , Triglycerides , Humans , Female , Breast Neoplasms/blood , Breast Neoplasms/epidemiology , Middle Aged , Triglycerides/blood , Cross-Sectional Studies , China/epidemiology , Adult , Blood Glucose/analysis , Blood Glucose/metabolism , Aged , Risk Factors , Longitudinal Studies , East Asian People
9.
Nat Hum Behav ; 8(9): 1798-1809, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38886532

ABSTRACT

Mental well-being relates to multitudinous lifestyle behaviours and morbidities and underpins healthy aging. Thus far, causal evidence on whether and in what pattern mental well-being impacts healthy aging and the underlying mediating pathways is unknown. Applying genetic instruments of the well-being spectrum and its four dimensions including life satisfaction, positive affect, neuroticism and depressive symptoms (n = 80,852 to 2,370,390), we performed two-sample Mendelian randomization analyses to estimate the causal effect of mental well-being on the genetically independent phenotype of aging (aging-GIP), a robust and representative aging phenotype, and its components including resilience, self-rated health, healthspan, parental lifespan and longevity (n = 36,745 to 1,012,240). Analyses were adjusted for income, education and occupation. All the data were from the largest available genome-wide association studies in populations of European descent. Better mental well-being spectrum (each one Z-score higher) was causally associated with a higher aging-GIP (ß [95% confidence interval (CI)] in different models ranging from 1.00 [0.82-1.18] to 1.07 [0.91-1.24] standard deviations (s.d.)) independent of socioeconomic indicators. Similar association patterns were seen for resilience (ß [95% CI] ranging from 0.97 [0.82-1.12] to 1.04 [0.91-1.17] s.d.), self-rated health (0.61 [0.43-0.79] to 0.76 [0.59-0.93] points), healthspan (odds ratio [95% CI] ranging from 1.23 [1.02-1.48] to 1.35 [1.11-1.65]) and parental lifespan (1.77 [0.010-3.54] to 2.95 [1.13-4.76] years). Two-step Mendelian randomization mediation analyses identified 33 out of 106 candidates as mediators between the well-being spectrum and the aging-GIP: mainly lifestyles (for example, TV watching and smoking), behaviours (for example, medication use) and diseases (for example, heart failure, attention-deficit hyperactivity disorder, stroke, coronary atherosclerosis and ischaemic heart disease), each exhibiting a mediation proportion of >5%. These findings underscore the importance of mental well-being in promoting healthy aging and inform preventive targets for bridging aging disparities attributable to suboptimal mental health.


Subject(s)
Genome-Wide Association Study , Healthy Aging , Mendelian Randomization Analysis , Mental Health , Humans , Healthy Aging/genetics , Healthy Aging/psychology , Personal Satisfaction , Female , Male , Longevity/genetics , Depression/genetics , Depression/epidemiology , Aged , Phenotype , Health Status , Resilience, Psychological , Middle Aged , Neuroticism , Aging/genetics , Aging/psychology
10.
Nat Med ; 30(6): 1722-1731, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38844795

ABSTRACT

Insight into associations between the gut microbiome with metabolism and aging is crucial for tailoring interventions to promote healthy longevity. In a discovery cohort of 10,207 individuals aged 40-93 years, we used 21 metabolic parameters to classify individuals into five clusters, termed metabolic multimorbidity clusters (MCs), that represent different metabolic subphenotypes. Compared to the cluster classified as metabolically healthy (MC1), clusters classified as 'obesity-related mixed' (MC4) and 'hyperglycemia' (MC5) exhibited an increased 11.1-year cardiovascular disease (CVD) risk by 75% (multivariable-adjusted hazard ratio (HR): 1.75, 95% confidence interval (CI): 1.43-2.14) and by 117% (2.17, 1.72-2.74), respectively. These associations were replicated in a second cohort of 9,061 individuals with a 10.0-year follow-up. Based on analysis of 4,491 shotgun fecal metagenomes from the discovery cohort, we found that gut microbial composition was associated with both MCs and age. Next, using 55 age-specific microbial species to capture biological age, we developed a gut microbial age (MA) metric, which was validated in four external cohorts comprising 4,425 metagenomic samples. Among individuals aged 60 years or older, the increased CVD risk associated with MC4 or MC5, as compared to MC1, MC2 or MC3, was exacerbated in individuals with high MA but diminished in individuals with low MA, independent of age, sex and other lifestyle and dietary factors. This pattern, in which younger MA appears to counteract the CVD risk attributable to metabolic dysfunction, implies a modulating role of MA in cardiovascular health for metabolically unhealthy older people.


Subject(s)
Cardiovascular Diseases , Gastrointestinal Microbiome , Humans , Middle Aged , Aged , Cardiovascular Diseases/microbiology , Cardiovascular Diseases/epidemiology , Female , Male , Adult , Aged, 80 and over , Aging , Risk Factors , Feces/microbiology , Cohort Studies , Age Factors , Metagenome
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