Impact of Federal, State, and Local Housing Policies on Disparities in Cardiovascular Disease in Black/African American Men and Women: From Policy to Pathways to Biology

Adverse childhood experiences (ACEs) and repeated wheezing from 6 to 30 months of age: exploring the role of race and ethnicity

Identifying children at risk for respiratory disorders involves understanding early risk factors. This study prospectively examines how specific types of early adversity influence childhood wheeze and how these vary by race and ethnicity. Analyses included N = 746 mother-infant dyads from an urban pregnancy cohort. Mothers completed the Lifetime Stressor Checklist-Revised (LSC-R), Edinburgh Postnatal Depression Scale (EPDS), Spielberger State-Trait Anxiety Inventory (STAI), Posttraumatic stress disorder Checklist-Civilian version (PCL-C), and Traumatic Events Screening Inventory (TESI) when infants were 6 months old to assess adverse childhood experiences (ACEs). Mothers reported child wheeze at 4-month intervals to index wheezing episodes from age 6-30 months. We first assessed independent associations between ACE measures and wheeze frequency using Poisson regression. We then used weighted quantile sum (WQS) regression to derive an ACEs mixture index to estimate joint associations with wheeze frequency in the overall sample and stratified by maternal race and ethnicity adjusting for child sex, maternal asthma and education. There was a 2.05 increase (95% CI = 1.21, 3.49) in wheeze frequency with each quintile increase of the ACEs index in Black/Black Hispanics; the TESI (72%) contributed most strongly to the mixture. In non-Black Hispanics, there was a 1.33 (95% CI = 1.05, 1.67) increase in wheeze frequency with each ACEs quintile increase with EPDS (76%) contributing most strongly. Findings support the need to move the ACEs paradigm beyond a simple cumulative score when examining effects on early respiratory disease risk. Results also highlight how the impact of early life ACEs varies by ethnoracial identity.

The Impact of a Bidirectional Clinic to Community Social Care Referral Program

BACKGROUND

Practical knowledge of how to address patients' social needs could have a large health impact.

OBJECTIVE

Describe a scalable electronic health record (EHR)-facilitated, clinic-to-community linkage (CCL) program that addresses social needs at 6 clinics in 4 health systems.

RESEARCH DESIGN

Primary care teams referred eligible patients to United Way 211 (UW 211) via a point-of-care EHR referral between 2018 and 2023. Patients were eligible if they were adults with uncontrolled blood pressure or blood sugar or 2-17 years old with overweight/obesity or asthma. UW 211 referred patients to assess and connect them with community resources and provided electronic feedback to the EHR. We conducted descriptive analyses of process measures (eg, patients referred, needs identified, need resolution). We then conducted pre-post analyses of selected health outcomes (ie, blood pressure, weight, and asthma exacerbations) versus comparison clinics.

RESULTS

Referral ranges varied by clinic from 3% to 43%, with 1224 total patients referred and 38% (n=461) reached by UW 211. All 461 had at least one need, and 87% (n=400) had one need resolved or a resolution in progress. Reached patients had an average of 2.9 (SD 1.3) needs and an average of 10.1 resource referrals provided (SD 6.1). Top needs included food, physical activity, housing and utilities. No differences were found pre to post within the intervention clinics except for improvements in blood pressure control. However, comparison clinics had greater improvements in blood pressure control during the same time frame.

CONCLUSIONS

An EHR-facilitated, closed-loop CCL program to address patients' social needs is feasible. Further research on the comparative effectiveness and sustainability of models to address social needs will be critical in advancing health equity.

Intersection of Race and Rurality With Health Care-Associated Infections and Subsequent Outcomes

Importance

Health care-associated infections (HAIs) are a major cause of morbidity and mortality, but little is known about whether structural factors impacting race and rurality are associated with HAI and subsequent outcomes.

Objective

To evaluate the association of race and rurality, which are proxies for structural disadvantage, with HAI and subsequent outcomes.

Design, Setting, and Participants

This cohort study was conducted at 3 US urban and suburban hospitals. Participants were adults aged 18 years or older admitted for 48 hours or longer from January 1, 2017, to August 31, 2020. Statistical analysis was performed from November 2022 to April 2024.

Exposure

Patient race and rurality status were defined as the combination of race (Black or White) and residence (urban or rural per patient zip code).

Main Outcomes and Measures

HAI was defined as a positive culture from a urine, blood, or respiratory specimen obtained 48 hours or longer after admission. To determine the association of race and rurality with HAIs, multivariable generalized estimating equations models were used to account for clustering of admissions by patient. Among patients with HAI admissions, similar models examined post-HAI intensive care unit admission and in-hospital death.

Results

Among 214 955 patients admitted to the hospital (median [IQR] age, 63 [51-73] years; 108 679 female patients [50.6%]; 72 490 Black patients [33.7%]; 142 465 White patients [66.3%]), recognized HAIs occurred during 6699 (3.1%). Compared with White urban patients, Black urban patients had a decreased risk of HAI (adjusted relative risk [aRR], 0.81; 95% CI, 0.75-0.87), White rural patients had an increased risk of HAI (aRR, 1.12; 95% CI, 1.05-1.20), and Black rural patients (aRR, 1.08; 95% CI, 0.81-1.44) had a similar risk of HAI. Among patients with HAI admissions, Black rural patients had an increased risk of intensive care unit admission (aRR, 1.92; 95% CI, 1.16-3.17) and in-hospital death (aRR, 1.78; 95% CI, 1.26-2.50). White rural and Black urban patients had outcomes similar to those of White urban patients.

Conclusions and Relevance

This cohort study of hospitalized adults identified inequities related to race and rurality in HAIs and adverse outcomes from HAIs. These findings suggest that factors such as structural racism and disinvestment in rural communities may be associated with individual HAI risk and post-HAI outcomes. Future work to further understand the reasons underpinning these disparities and methods to address structural factors through policy and process changes are critical to eliminate health inequities.

Disparities in Genetic Testing for Inborn Errors of Immunity

BACKGROUND

Inequities in genetic testing have been documented in a range of diseases, and no-charge genetic testing programs have been proposed as a means to enhance access. However, no studies have examined disparities in genetic testing for inborn errors of immunity (IEI) and the impact of no-charge programs on testing equity.

OBJECTIVE

To examine socioeconomic, geographic, and racial disparities in the uptake of genetic testing for IEI in the United States and the impact of a no-charge sponsored program on testing equity.

METHODS

This was a retrospective cohort analysis of (1) a national claims database capturing individuals with IEI (n = 18,603), and (2) data from a clinical genetic testing laboratory capturing patients with IEI participating in a no-charge sponsored program (n = 6,681) and a non-sponsored program (n = 29,579) for IEI genetic testing.

RESULTS

Among patients with IEI captured in the claims database, those residing in areas of greater deprivation (odds ratio [OR] = 0.95; 95% CI, 0.92-0.98), rural areas (OR = 0.82; 95% CI, 0.71-0.96), and non-White neighborhoods (OR = 0.89, 95% CI 0.81-0.98) were less likely to undergo genetic testing. Participants in the sponsored IEI genetic testing program lived in areas of greater deprivation compared with the non-sponsored program (median, 46 vs 42; P < .001). However, historically excluded racial groups were underrepresented in both the sponsored and non-sponsored programs relative to disease burden.

CONCLUSIONS

We found significant disparities in genetic testing for IEI. Although eliminating the financial barriers to testing reduced socioeconomic disparities in genetic testing for IEI, racial disparities persisted. Further research is needed to address barriers to testing among underserved populations.

Hospital volume does not mitigate the impact of area socioeconomic deprivation on heart transplantation outcomes

BACKGROUND

While structural socioeconomic inequity has been linked with inferior health outcomes, some have postulated reduced access to high-quality care to be the mediator. We assessed whether treatment at high-volume centers (HVC) would mitigate the adverse impact of area deprivation on heart transplantation (HT) outcomes.

METHODS

All HT recipients ≥18 years were identified in the 2005-2022 Organ Procurement and Transplantation Network. Neighborhood socioeconomic deprivation was assessed using the previously validated Area Deprivation Index. Recipients with scores in the highest quintile were considered Most Deprived (others: Less Deprived). Hospitals in the highest quartile by cumulative center volume (≥21 transplants/year) were classified as HVC. The primary outcome was post-transplant survival.

RESULTS

Of 38,022 HT recipients, 7,579 (20%) were considered Most Deprived. Following risk adjustment, Most Deprived demonstrated inferior survival at 3 (hazard ratio [HR] 1.14, 95% confidence interval [CI] 1.06-1.21) and 5 years following transplantation (HR 1.13, CI 1.07-1.20). Similarly, Most Deprived faced greater graft failure at 3 (HR 1.14, CI 1.06-1.22) and 5 years (HR 1.13, CI 1.07-1.20). Evaluating patients transplanted at HVC, Most Deprived continued to face greater mortality at 3 (HR 1.10, CI 1.01-1.21) and 5 years (HR 1.10, CI 1.01-1.19). The interaction between Most Deprived status and care at HVC was not significant, such that transplantation at HVC did not ameliorate the survival disparity between Most and Less Deprived.

CONCLUSIONS

Area socioeconomic disadvantage is independently associated with inferior survival. Transplantation at HVC did not eliminate this inequity. Future efforts are needed to increase engagement with longitudinal follow-up care and address systemic root causes to improve outcomes.

New York State Climate Impacts Assessment Chapter 07: Human Health and Safety

New Yorkers face a multitude of health and safety risks that are exacerbated by a changing climate. These risks include direct impacts from extreme weather events and other climate hazards, as well as indirect impacts occurring through a chain of interactions. Physical safety, physical health, and mental health are all part of the equation-as are the many nonclimate factors that interact with climate change to influence health outcomes. This chapter provides an updated assessment of all these topics at the intersection of climate change, public health and safety, and equity in the state of New York. Key findings are presented below.

Providing antiracist cognitive-behavioral therapy: Guidelines, tools, and tips

This article addresses gaps in cognitive-behavioral therapy (CBT) when it comes to integrating racial issues that affect racialized patients' mental health. Traditional adaptations of CBT focused on social, religious, and linguistic challenges but neglected the critical aspects of interpersonal, institutional and systemic racism, internalized racism and complex racial trauma. This oversight has resulted in less effective outcomes for racialized individuals. The article proposes clear, applicable guidelines for clinicians to provide anti-racist CBT interventions. They cover clinical self-development, re-design the CBT triangular (thoughts, feelings, behaviors) theoretical framework, provide practical tools and tips to facilitate antiracist CBT interventions. Clinicians are encouraged to engage in self-assessment to understand their own racial biases and develop competencies to address racial issues and dynamics in therapy. CBT theoretical framework is re-envisioned to include environmental factors that impact the lives of racialized people, acknowledging the pervasive effects of racism on mental and physical health. The article also highlights the importance of creating a culturally safe therapeutic environment for racialized children, adolescents, and families, and emphasizes the need for specialized training to effectively serve these groups. The proposed guidelines aim to transform CBT practice, increase confidence of racialized individuals in mental health care, and ultimately decolonize CBT interventions.

Insulin Resistance in Women Correlates with Chromatin Histone Lysine Acetylation, Inflammatory Signaling, and Accelerated Aging

BACKGROUND

Epigenetic changes link medical, social, and environmental factors with cardiovascular and kidney disease and, more recently, with cancer. The mechanistic link between metabolic health and epigenetic changes is only starting to be investigated. In our in vitro and in vivo studies, we performed a broad analysis of the link between hyperinsulinemia and chromatin acetylation; our top "hit" was chromatin opening at H3K9ac.

METHODS

Building on our published preclinical studies, here, we performed a detailed analysis of the link between insulin resistance, chromatin acetylation, and inflammation using an initial test set of 28 women and validation sets of 245, 22, and 53 women.

RESULTS

ChIP-seq identified chromatin acetylation and opening at the genes coding for TNFα and IL6 in insulin-resistant women. Pathway analysis identified inflammatory response genes, NFκB/TNFα-signaling, reactome cytokine signaling, innate immunity, and senescence. Consistent with this finding, flow cytometry identified increased senescent circulating peripheral T-cells. DNA methylation analysis identified evidence of accelerated aging in insulin-resistant vs. metabolically healthy women.

CONCLUSIONS

This study shows that insulin-resistant women have increased chromatin acetylation/opening, inflammation, and, perhaps, accelerated aging. Given the role that inflammation plays in cancer initiation and progression, these studies provide a potential mechanistic link between insulin resistance and cancer.

Forecasting the Burden of Cardiovascular Disease and Stroke in the United States Through 2050-Prevalence of Risk Factors and Disease: A Presidential Advisory From the American Heart Association

BACKGROUND

Cardiovascular disease and stroke are common and costly, and their prevalence is rising. Forecasts on the prevalence of risk factors and clinical events are crucial.

METHODS

Using the 2015 to March 2020 National Health and Nutrition Examination Survey and 2015 to 2019 Medical Expenditure Panel Survey, we estimated trends in prevalence for cardiovascular risk factors based on adverse levels of Life's Essential 8 and clinical cardiovascular disease and stroke. We projected through 2050, overall and by age and race and ethnicity, accounting for changes in disease prevalence and demographics.

RESULTS

We estimate that among adults, prevalence of hypertension will increase from 51.2% in 2020 to 61.0% in 2050. Diabetes (16.3% to 26.8%) and obesity (43.1% to 60.6%) will increase, whereas hypercholesterolemia will decline (45.8% to 24.0%). The prevalences of poor diet, inadequate physical activity, and smoking are estimated to improve over time, whereas inadequate sleep will worsen. Prevalences of coronary disease (7.8% to 9.2%), heart failure (2.7% to 3.8%), stroke (3.9% to 6.4%), atrial fibrillation (1.7% to 2.4%), and total cardiovascular disease (11.3% to 15.0%) will rise. Clinical CVD will affect 45 million adults, and CVD including hypertension will affect more than 184 million adults by 2050 (>61%). Similar trends are projected in children. Most adverse trends are projected to be worse among people identifying as American Indian/Alaska Native or multiracial, Black, or Hispanic.

CONCLUSIONS

The prevalence of many cardiovascular risk factors and most established diseases will increase over the next 30 years. Clinical and public health interventions are needed to effectively manage, stem, and even reverse these adverse trends.

Ancestry, ethnicity, and race: explaining inequalities in cardiometabolic disease

Population differences in cardiometabolic disease remain unexplained. Misleading assumptions over genetic explanations are partly due to terminology used to distinguish populations, specifically ancestry, race, and ethnicity. These terms differentially implicate environmental and biological causal pathways, which should inform their use. Genetic variation alone accounts for a limited fraction of population differences in cardiometabolic disease. Research effort should focus on societally driven, lifelong environmental determinants of population differences in disease. Rather than pursuing population stratifiers to personalize medicine, we advocate removing socioeconomic barriers to receipt of and adherence to healthcare interventions, which will have markedly greater impact on improving cardiometabolic outcomes. This requires multidisciplinary collaboration and public and policymaker engagement to address inequalities driven by society rather than biology per se.

Maternal lifetime stress and psychological functioning in pregnancy is associated with preschoolers' temperament: Exploring effect modification by race and ethnicity

BACKGROUND

Psychosocial stress and psychopathology frequently co-occur, with patterns differing by race and ethnicity. We used statistical mixtures methodology to examine associations between prenatal stress and child temperament in N = 382 racially and ethnically diverse maternal-child dyads to disentangle associations among maternal stressful life events, maternal psychological functioning in pregnancy, childhood neurobehavior, and maternal race and ethnicity.

METHODS

This study utilized data from a longitudinal pregnancy cohort, PRogramming of Intergenerational Stress Mechanisms (PRISM). Mothers completed the Lifetime Stressor Checklist-Revised, Edinburgh Postnatal Depression Scale, and Spielberger State-Trait Anxiety Scale during pregnancy. When their children were 3-5 years of age, they completed the Children's Behavior Questionnaire, which yields three temperament dimensions: Negative Affectivity (NA), Effortful Control (EC), and Surgency (S). We used weighted quantile sum regression to derive a weighted maternal stress index encompassing lifetime stress and depression and anxiety symptoms and examined associations between the resulting stress index and child temperament. Differential contributions of individual stress domains by race and ethnicity also were examined.

RESULTS

Mothers self-identified as Black/Black Hispanic (46.1 %), non-Black Hispanic (31.9 %), or non-Hispanic White (22 %). A higher maternal stress index was significantly associated with increased child NA (β = 0.72 95 % CI = 0.35, 1.10). Lifetime stress was the strongest contributor among Hispanic (36.7 %) and White (17.8 %) mothers, whereas depressive symptoms in pregnancy was the strongest contributor among Black (16.7 %) mothers.

CONCLUSION

Prenatal stress was most strongly associated with negative affectivity in early childhood. Consideration of multiple stress measures as a mixture accounted for differential contributions of individual stress domains by maternal race and ethnicity. These findings may help elucidate the etiology of racial/ethnic disparities in childhood neurobehavior.

sPDGFRβ and neuroinflammation are associated with AD biomarkers and differ by race: The ASCEND Study

INTRODUCTION

There remains an urgent need to identify preclinical pathophysiological mechanisms of Alzheimer's disease (AD) development in high-risk, racially diverse populations. We explored the relationship between cerebrospinal fluid (CSF) markers of vascular injury and neuroinflammation with AD biomarkers in middle-aged Black/African American (B/AA) and non-Hispanic White (NHW) participants.

METHODS

Adults (45-65 years) with a parental history of AD were enrolled (n = 82). CSF and blood biomarkers were collected at baseline and year 2.

RESULTS

CSF total tau (t-tau), phosphorylated tau (p-tau), and amyloid beta (Aβ)40 were elevated at year 2 compared to baseline. CSF soluble platelet-derived growth factor receptor β (sPDGFRβ) levels, a marker of pericyte injury, correlated positively with t-tau, p-tau, Aβ40 markers of vascular injury, and cytokines at baseline and year 2. CSF sPDGFRβ and tau were significantly lower in B/AA than NHW.

DISCUSSION

Vascular dysfunction and neuroinflammation may precede cognitive decline and disease pathology in the very early preclinical stages of AD, and there are race-related differences in these relationships.

HIGHLIGHTS

Cerebrospinal fluid (CSF) Alzheimer's disease (AD) biomarkers changed over 2 years in high-risk middle-aged adults. Markers of vascular dysfunction were associated with the CSF biomarkers amyloid beta and tau. AD biomarkers were lower in Black compared to non-Hispanic White individuals. Markers of vascular dysfunction were lower among Black individuals.

Cumulative maternal lifetime stress & child asthma: effect modification by BMI

BACKGROUND

Investigations of maternal psychosocial stress and child asthma have produced mixed findings, which may reflect inconsistent consideration of modifying factors.

OBJECTIVE

To examine associations between maternal lifetime stress and child asthma, and to assess effect modification by maternal pre-pregnancy body mass index and race/ethnicity in a prenatal cohort of mother-child dyads.

METHODS

Maternal lifetime stress was assessed using the Life Stressor Checklist-Revised, administered during pregnancy and child asthma was ascertained by parent-report in study follow-up visits. In the overall group and stratified by race/ethnicity, we used multivariable logistic regression and varying coefficient modeling to investigate the association between maternal stress and child asthma, assessing for effect modification by pre-pregnancy body mass index.

RESULTS

Women were predominately Black (Black/Hispanic-Black 44.5%) or non-Black Hispanic (37.6%), with elevated pre-pregnancy body mass index (25.1% overweight, 29.8% obese); 17% of children had asthma. Higher maternal stress was associated with increased relative odds of child asthma only in dyads with women in the obese (≥30 kilograms/meters squared) category (odds ratio 1.84, 95% confidence interval 1.27-2.67). Varying coefficient models demonstrated stronger positive associations between increased maternal lifetime stress and child asthma in women with higher pre-pregnancy body mass index; the strongest association was observed in the Black group.

CONCLUSION

Maternal pre-pregnancy body mass index modified the association between maternal lifetime stress and child asthma. These findings underscore the need to consider complex interactions to fully elucidate intergenerational stress effects on early childhood asthma.

An epigenome-wide analysis of DNA methylation, racialized and economic inequities, and air pollution

Importance

DNA methylation (DNAm) provides a plausible mechanism by which adverse exposures become embodied and contribute to health inequities, due to its role in genome regulation and responsiveness to social and biophysical exposures tied to societal context. However, scant epigenome-wide association studies (EWAS) have included structural and lifecourse measures of exposure, especially in relation to structural discrimination.

Objective

Our study tests the hypothesis that DNAm is a mechanism by which racial discrimination, economic adversity, and air pollution become biologically embodied.

Design

A series of cross-sectional EWAS, conducted in My Body My Story (MBMS, biological specimens collected 2008-2010, DNAm assayed in 2021); and the Multi Ethnic Study of Atherosclerosis (MESA; biological specimens collected 2010-2012, DNAm assayed in 2012-2013); using new georeferenced social exposure data for both studies (generated in 2022).

Setting

MBMS was recruited from four community health centers in Boston; MESA was recruited from four field sites in: Baltimore, MD; Forsyth County, NC; New York City, NY; and St. Paul, MN.

Participants

Two population-based samples of US-born Black non-Hispanic (Black NH), white non-Hispanic (white NH), and Hispanic individuals (MBMS; n=224 Black NH and 69 white NH) and (MESA; n=229 Black NH, n=555 white NH and n=191 Hispanic).

Exposures

Eight social exposures encompassing racial discrimination, economic adversity, and air pollution.

Main outcome

Genome-wide changes in DNAm, as measured using the Illumina EPIC BeadChip (MBMS; using frozen blood spots) and Illumina 450k BeadChip (MESA; using purified monocytes). Our hypothesis was formulated after data collection.

Results

We observed the strongest associations with traffic-related air pollution (measured via black carbon and nitrogen oxides exposure), with evidence from both studies suggesting that air pollution exposure may induce epigenetic changes related to inflammatory processes. We also found suggestive associations of DNAm variation with measures of structural racial discrimination (e.g., for Black NH participants, born in a Jim Crow state; adult exposure to racialized economic residential segregation) situated in genes with plausible links to effects on health.

Conclusions and Relevance

Overall, this work suggests that DNAm is a biological mechanism through which structural racism and air pollution become embodied and may lead to health inequities.

Social Risk Factors That Increase Cardiovascular and Breast Cancer Risk

PURPOSE OF REVIEW

Cardiovascular disease (CVD) and breast cancer (BC) are significant causes of mortality globally, imposing a substantial health burden. This review article aims to examine the shared risk factors and social determinants that contribute to the high prevalence of both diseases, with a focus on social risk factors.

RECENT FINDINGS

The common risk factors for CVD and BC, such as hypertension, diabetes, obesity, aging, and physical inactivity, are discussed, emphasizing their modifiability. Adhering to ideal cardiovascular health behaviors has shown a trend toward lower BC incidence. Increased risk of CVD-related mortality is significantly impacted by age and race in BC patients, especially those over 45 years old. Additionally, racial disparities in both diseases highlight the need for targeted interventions. Social determinants of health, including socioeconomic status, education, employment, and neighborhood context, significantly impact outcomes for both CVD and BC. Addressing social factors is vital in reducing the burden of both CVD and BC and improving overall health equity.

Physical activity in association with mortality among Black women diagnosed with breast cancer in the Southern Community Cohort Study

PURPOSE

Physical activity (PA) is associated with many health benefits. While PA has been associated with reduced mortality after breast cancer diagnosis in many studies, few studies have examined the role of PA in breast cancer survival among underserved and minority populations, including Black women. We investigated PA in association with mortality among Black predominantly low-income breast cancer survivors in the Southern Community Cohort Study (SCCS).

METHODS

Study participants were women diagnosed with incident breast cancer (n = 949) in the SCCS, which is a prospective cohort study of predominantly low-income adults aged 40-79 years recruited from 12 Southeastern states between 2002 and 2009. Participants completed a detailed baseline questionnaire, with annual follow-up for mortality via registry linkages. Cox regression models were used to estimate adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for associations of pre-diagnosis PA (measured via a validated questionnaire) with all-cause and breast cancer-specific mortality.

RESULTS

Breast cancer survivors had a mean age of 61.1 years and most (79.3%) had a household income of < $25,000. In adjusted models, higher levels of total PA (MET-hours/day) were inversely associated with all-cause mortality with HRs (95% CIs): 0.79 (0.59-1.06), 0.66 (0.49-0.90), and 0.60 (0.43-0.84), for Q2, Q3, and Q4 (reference: Q1), respectively, ptrend ≤ 0.01. A similar inverse association was found for breast cancer-specific mortality.

CONCLUSION

Higher levels of pre-diagnosis PA were associated with improved survival among low-income Black breast cancer survivors. Resources to reduce barriers to PA participation and increase support for education and intervention efforts to promote PA among Black women are needed.

Artificial Intelligence and Cancer Control: Toward Prioritizing Justice, Equity, Diversity, and Inclusion (JEDI) in Emerging Decision Support Technologies

PURPOSE FOR REVIEW

This perspective piece has two goals: first, to describe issues related to artificial intelligence-based applications for cancer control as they may impact health inequities or disparities; and second, to report on a review of systematic reviews and meta-analyses of artificial intelligence-based tools for cancer control to ascertain the extent to which discussions of justice, equity, diversity, inclusion, or health disparities manifest in syntheses of the field's best evidence.

RECENT FINDINGS

We found that, while a significant proportion of existing syntheses of research on AI-based tools in cancer control use formal bias assessment tools, the fairness or equitability of models is not yet systematically analyzable across studies. Issues related to real-world use of AI-based tools for cancer control, such as workflow considerations, measures of usability and acceptance, or tool architecture, are more visible in the literature, but still addressed only in a minority of reviews. Artificial intelligence is poised to bring significant benefits to a wide range of applications in cancer control, but more thorough and standardized evaluations and reporting of model fairness are required to build the evidence base for AI-based tool design for cancer and to ensure that these emerging technologies promote equitable healthcare.

Structural Racism, Social Determinants of Health, and Provider Bias: Impact on Brain Development in Critical Congenital Heart Disease

Critical congenital heart disease (cCHD) has neurodevelopmental sequelae that can carry into adulthood, which may be due to aberrant brain development or brain injury in the prenatal and perinatal/neonatal periods and beyond. Health disparities based on the intersection of sex, geography, race, and ethnicity have been identified for poorer pre- and postnatal outcomes in the general population, as well as those with cCHD. These disparities are likely driven by structural racism, disparities in social determinants of health, and provider bias, which further compound negative brain development outcomes. This review discusses how aberrant brain development in cCHD early in life is affected by reduced access to quality care (ie, prenatal care and testing, postnatal care) due to divestment in non-White neighbourhoods (eg, redlining) and food insecurity, differences in insurance status, location of residence, and perceived interpersonal racism and bias that disproportionately affects pregnant people of colour who have fewer economic resources. Suggestions are discussed for moving forward with implementing strategies in medical education, clinical care, research, and gaining insight into the communities served to combat disparities and bias while promoting cultural humility.

Monitoring and Modulating Diet and Gut Microbes to Enhance Response and Reduce Toxicity to Cancer Treatment

The gut microbiome comprises a diverse array of microbial species that have been shown to dynamically modulate host immunity both locally and systemically, as well as contribute to tumorigenesis. In this review, we discuss the scientific evidence on the role that gut microbes and diet play in response and toxicity to cancer treatment. We highlight studies across multiple cancer cohorts that have shown an association between particular gut microbiome signatures and an improved response to immune checkpoint blockade, chemotherapy, and adoptive cell therapies, as well as the role of particular microbes in driving treatment-related toxicity and how the microbiome can be modulated through strategies, such as fecal transplant. We also summarize the current literature that implicate high fiber and ketogenic diets in improved response rates to immunotherapy and chemotherapy, respectively. Finally, we discuss the relevance of these findings in the context of patient care, advocate for a holistic approach to cancer treatment, and comment on the next frontier of targeted gut and tumor microbiome modulation through novel therapeutics, dietary intervention, and precision-medicine approaches.