There are no troubles here." -Emcee, Cabaret 1 Current population data remain oblivious to an accurate accounting of sexual and gender minority (SGM; eg, lesbian, gay, bisexual, transgender, queer, intersex, asexual, populations in the United States and globally. This oversight in population-level data remains despite numerous surveys and surveillance systems designed to understand the well-being of the populace and sundry calls and how-to guidance to include sexual orientation and gender identity (SOGI) data as part of routine demographic data. 2 As a result, public health officials and clinicians remain unaware of the granular and specific everyday experiences and long-term health of SGM populations. A step forward in addressing this gap in understanding the health of an ever-present and growing portion of the population 3 is the National Institutes of Health's All of Us Research Program. Started in 2015, the All of Us Research Program is a national, community-engaged program that aims to improve health and health care practices by partnering with 1 million volunteer participants, mostly from communities historically underrepresented in biomedical research across the US. By including self-reported information, such as sexual orientation, gender identity, and sex assigned at birth, from all participants, researchers can explore, with objective measures of health, the current state of SGM communities. Leveraging data from the All of Us Research Program, Tran et al 4 describe the sociodemographic and health conditions of 30 812 SGM adults compared with 316 056 non-SGM persons. Unsurprising to most in SGM research, All of Us data reveal that SGM adults experienced a higher prevalence of anxiety, depression, and HIV diagnosis. Even when accounting for age, income, employment, enrollment year, and US census division, SGM groups remained at higher odds of having anxiety, depression, HIV diagnosis, and tobacco use disorder. These conditions are consistently linked to the