https://www.selleckchem.com/products/oul232.html 012. Social deprivation and PM exposures were independently associated with county level age-adjusted CV mortality. The associations between PM and CV mortality were stronger in counties with high vs low social deprivation. SDI and PM represent potential targets to reduce CV mortality disparities and interventions to reduce PM exposure may be most impactful in communities of low socioeconomic status. Social deprivation and PM2.5 exposures were independently associated with county level age-adjusted CV mortality. The associations between PM2.5 and CV mortality were stronger in counties with high vs low social deprivation. SDI and PM2.5 represent potential targets to reduce CV mortality disparities and interventions to reduce PM2.5 exposure may be most impactful in communities of low socioeconomic status. Evidence on inequalities in mental health in lesbian, gay, and bisexual people arises primarily from non-random samples. To use a probability sample to study change in mental health inequalities between two survey points, 7 years apart; the contribution of minority stress; and whether associations vary by age, gender, childhood sexual abuse, and religious identification. We analysed data from 10 443 people, in two English population-based surveys (2007 and 2014), on common mental disorder (CMD), hazardous alcohol use, and illicit drug use. Multivariable models were adjusted for age, gender, and economic factors, adding interaction terms for survey year, age, gender, childhood sexual abuse, and religious identification. We explored bullying and discrimination as mediators. Inequalities in risks of CMD or substance misuse were unchanged between 2007 and 2014. Compared to heterosexuals, bisexual, and lesbian/gay people were more likely to have CMD, particularly bisexual people [adjusted odds ratio (AOR) en but not in bisexual people. To present an overview of how artificial intelligence (AI) could be used to regulate eati