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1.
Circ Res ; 133(9): 725-735, 2023 10 13.
Artículo en Inglés | MEDLINE | ID: mdl-37814889

RESUMEN

BACKGROUND: Obesity is a well-established risk factor for both adverse pregnancy outcomes (APOs) and cardiovascular disease (CVD). However, it is not known whether APOs are mediators or markers of the obesity-CVD relationship. This study examined the association between body mass index, APOs, and postpartum CVD risk factors. METHODS: The sample included adults from the nuMoM2b (Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-To-Be) Heart Health Study who were enrolled in their first trimester (6 weeks-13 weeks 6 days gestation) from 8 United States sites. Participants had a follow-up visit at 3.7 years postpartum. APOs, which included hypertensive disorders of pregnancy, preterm birth, small-for-gestational-age birth, and gestational diabetes, were centrally adjudicated. Mediation analyses estimated the association between early pregnancy body mass index and postpartum CVD risk factors (hypertension, hyperlipidemia, and diabetes) and the proportion mediated by each APO adjusted for demographics and baseline health behaviors, psychosocial stressors, and CVD risk factor levels. RESULTS: Among 4216 participants enrolled, mean±SD maternal age was 27±6 years. Early pregnancy prevalence of overweight was 25%, and obesity was 22%. Hypertensive disorders of pregnancy occurred in 15%, preterm birth in 8%, small-for-gestational-age birth in 11%, and gestational diabetes in 4%. Early pregnancy obesity, compared with normal body mass index, was associated with significantly higher incidence of postpartum hypertension (adjusted odds ratio, 1.14 [95% CI, 1.10-1.18]), hyperlipidemia (1.11 [95% CI, 1.08-1.14]), and diabetes (1.03 [95% CI, 1.01-1.04]) even after adjustment for baseline CVD risk factor levels. APOs were associated with higher incidence of postpartum hypertension (1.97 [95% CI, 1.61-2.40]) and hyperlipidemia (1.31 [95% CI, 1.03-1.67]). Hypertensive disorders of pregnancy mediated a small proportion of the association between obesity and incident hypertension (13% [11%-15%]) and did not mediate associations with incident hyperlipidemia or diabetes. There was no significant mediation by preterm birth or small-for-gestational-age birth. CONCLUSIONS: There was heterogeneity across APO subtypes in their association with postpartum CVD risk factors and mediation of the association between early pregnancy obesity and postpartum CVD risk factors. However, only a small or nonsignificant proportion of the association between obesity and CVD risk factors was mediated by any of the APOs, suggesting APOs are a marker of prepregnancy CVD risk and not a predominant cause of postpartum CVD risk.


Asunto(s)
Enfermedades Cardiovasculares , Diabetes Gestacional , Hiperlipidemias , Hipertensión Inducida en el Embarazo , Nacimiento Prematuro , Embarazo , Adulto , Femenino , Recién Nacido , Humanos , Estados Unidos , Adulto Joven , Resultado del Embarazo , Diabetes Gestacional/diagnóstico , Diabetes Gestacional/epidemiología , Nacimiento Prematuro/epidemiología , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Hipertensión Inducida en el Embarazo/diagnóstico , Hipertensión Inducida en el Embarazo/epidemiología , Índice de Masa Corporal , Obesidad/diagnóstico , Obesidad/epidemiología , Obesidad/complicaciones , Factores de Riesgo , Hiperlipidemias/complicaciones
2.
Am J Public Health ; 113(2): 224-227, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36652639

RESUMEN

Objectives. To describe differences in maternal admissions to the intensive care unit (ICU) and mortality in rural versus urban areas in the United States. Methods. We performed a nationwide analysis and calculated age-standardized rates and rate ratios (RRs) of maternal ICU admission and mortality per 100 000 live births between 2016 and 2019 in rural versus urban areas. Results. From 2016 to 2019, there was no significant increase in age-standardized rates of maternal ICU admissions in rural (170.6-192.3) or urban (161.7-172.4) areas, with a significantly higher rate, albeit a relatively small difference, in rural versus urban areas (2019 RR = 1.14; 95% confidence interval [CI] = 1.04, 1.20). Maternal mortality increased in both rural (66.9-81.7 deaths per 100 000 live births) and urban (38.1-42.3) areas and was nearly 2 times higher in rural areas (2019 RR = 1.93; 95% CI = 1.71, 2.17). Conclusions. Pregnant individuals in rural areas are at higher risk for ICU admission and mortality than are their urban counterparts. Significant increases in maternal mortality occurred in rural and urban areas. Public Health Implications. Public health efforts need to focus on resource-limited rural areas to mitigate geographic disparities in maternal morbidity and mortality. (Am J Public Health. 2023;113(2): 224-227.https://doi.org/10.2105/AJPH.2022.307134).


Asunto(s)
Familia , Mortalidad Materna , Embarazo , Femenino , Humanos , Estados Unidos/epidemiología , Población Urbana , Población Rural
3.
Am J Obstet Gynecol MFM ; 5(1): 100785, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36280146

RESUMEN

BACKGROUND: The rate of gestational diabetes mellitus has increased over the past decade. An age, period, and cohort epidemiologic analysis can be used to understand how and why disease trends have changed over time. OBJECTIVE: This study aimed to estimate the associations of age (at delivery), period (delivery year), and cohort (birth year) of the pregnant individual with trends in the incidence of gestational diabetes mellitus in the United States. STUDY DESIGN: We conducted an age, period, and cohort analysis of nulliparous pregnant adults aged 18 to 44 years with singleton live births from the National Vital Statistics System from 2011 to 2019. Generalized linear mixed models were used to calculate the adjusted rate ratios for the incidence of gestational diabetes mellitus for each 3-year maternal age span, period, and cohort group compared with the reference group for each. We repeated the analyses with stratification according to self-reported racial and ethnic group (non-Hispanic Asian-Pacific Islander, non-Hispanic Black, Hispanic, and non-Hispanic White) because of differences in the incidence of and risk factors for gestational diabetes mellitus by race and ethnicity. RESULTS: Among 11,897,766 pregnant individuals, 5.2% had gestational diabetes mellitus. The incidence of gestational diabetes mellitus was higher with increasing 3-year maternal age span, among those in the more recent delivery period, and among the younger birth cohort. For example, individuals aged 42 to 44 years at delivery had a 5-fold higher risk for gestational diabetes mellitus than those aged 18 to 20 years (adjusted rate ratio, 5.57; 95% confidence interval, 5.43-5.72) after adjusting for cohort and period. Individuals who delivered between 2017 and 2019 were at higher risk for gestational diabetes mellitus than those who delivered between 2011 and 2013 (adjusted rate ratio, 1.24; 95% confidence interval, 1.23-1.25) after adjusting for age and cohort. Individuals born between 1999 and 2001 had a 3-fold higher risk for gestational diabetes mellitus than those born between 1969 and 1971 (adjusted rate ratio, 3.12; 95% confidence interval, 2.87-3.39) after adjusting for age and period. Similar age, period, and cohort effects were observed for the assessed racial and ethnic groups, with the greatest period effects observed among Asian and Pacific Islander individuals. CONCLUSION: Period and birth cohort effects have contributed to the rising incidence of gestational diabetes mellitus in the United States from 2011 to 2019.


Asunto(s)
Diabetes Gestacional , Población Blanca , Adulto , Embarazo , Femenino , Estados Unidos/epidemiología , Humanos , Adolescente , Adulto Joven , Diabetes Gestacional/diagnóstico , Diabetes Gestacional/epidemiología , Nacimiento Vivo , Hispánicos o Latinos , Estudios de Cohortes
4.
JAMA Netw Open ; 6(12): e2346864, 2023 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-38064212

RESUMEN

Importance: Preterm birth is a leading cause of preventable neonatal morbidity and mortality. Preterm birth rates at the national level may mask important geographic variation in rates and trends at the county level. Objective: To estimate age-standardized preterm birth rates by US county from 2007 to 2019. Design, Setting, and Participants: This serial cross-sectional study used data from the National Center for Health Statistics composed of all live births in the US between 2007 and 2019. Data analyses were performed between March 22, 2022, and September 29, 2022. Main Outcomes and Measures: Age-standardized preterm birth (<37 weeks' gestation) and secondarily early preterm birth (<34 weeks' gestation) rates by county and year calculated with a validated small area estimation model (hierarchical bayesian spatiotemporal model) and percent change in preterm birth rates using log-linear regression models. Results: Between 2007 and 2019, there were 51 044 482 live births in 2383 counties. In 2007, the national age-standardized preterm birth rate was 12.6 (95% CI, 12.6-12.7) per 100 live births. Preterm birth rates varied significantly among counties, with an absolute difference between the 90th and 10th percentile counties of 6.4 (95% CI, 6.2-6.7). The gap between the highest and lowest counties for preterm births was 20.7 per 100 live births in 2007. Several counties in the Southeast consistently had the highest preterm birth rates compared with counties in California and New England, which had the lowest preterm birth rates. Although there was no statistically significant change in preterm birth rates between 2007 and 2019 at the national level (percent change, -5.0%; 95% CI, -10.7% to 0.9%), increases occurred in 15.4% (95% CI, 14.1%-16.9%) of counties. The absolute and relative geographic inequalities were similar across all maternal age groups. Higher quartile of the Social Vulnerability Index was associated with higher preterm birth rates (quartile 4 vs quartile 1 risk ratio, 1.34; 95% CI, 1.31-1.36), which persisted across the study period. Similar patterns were observed for early preterm birth rates. Conclusions and Relevance: In this serial cross-sectional study of county-level preterm and early preterm birth rates, substantial geographic disparities were observed, which were associated with place-based social disadvantage. Stability in aggregated rates of preterm birth at the national level masked increases in nearly 1 in 6 counties between 2007 and 2019.


Asunto(s)
Nacimiento Prematuro , Femenino , Humanos , Recién Nacido , Lactante , Nacimiento Prematuro/epidemiología , Estudios Transversales , Teorema de Bayes , New England
5.
BMJ Open ; 13(11): e073734, 2023 11 02.
Artículo en Inglés | MEDLINE | ID: mdl-37918924

RESUMEN

INTRODUCTION: Cognitive dysfunction, a leading cause of mortality and morbidity in the USA and globally, has been shown to disproportionately affect the socioeconomically disadvantaged and those who identify as black or Hispanic/Latinx. Poor sleep is strongly associated with the development of vascular and metabolic diseases, which correlate with cognitive dysfunction. Therefore, sleep may contribute to observed disparities in cognitive disorders. The Epidemiologic Study of Disparities in Sleep and Cognition in Older Adults (DISCO) is a longitudinal, observational cohort study that focuses on gathering data to better understand racial/ethnic sleep disparities and illuminate the relationship among sleep, race and ethnicity and changes in cognitive function. This investigation may help inform targeted interventions to minimise disparities in cognitive health among ageing adults. METHODS AND ANALYSIS: The DISCO study will examine up to 495 individuals aged 55 and older at two time points over 24 months. An equal number of black, white and Hispanic/Latinx individuals will be recruited using methods aimed for adults traditionally under-represented in research. Study procedures at each time point will include cognitive tests, gait speed measurement, wrist actigraphy, a type 2 home polysomnography and a clinical examination. Participants will also complete self-identified assessments and questionnaires on cognitive ability, sleep, medication use, quality of life, sociodemographic characteristics, diet, substance use, and psychological and social health. ETHICS AND DISSEMINATION: This study was approved by the Northwestern University Feinberg School of Medicine Institutional Review Board. Deidentified datasets will be shared via the BioLINCC repository following the completion of the project. Biospecimen samples from the study that are not being analysed can be made available to qualified investigators on review and approval by study investigators. Requests that do not lead to participant burden or that conflict with the primary aims of the study will be reviewed by the study investigators.


Asunto(s)
Disfunción Cognitiva , Calidad de Vida , Humanos , Anciano , Autoinforme , Sueño , Cognición , Disfunción Cognitiva/psicología , Estudios Observacionales como Asunto
6.
JAMA Cardiol ; 7(7): 742-746, 2022 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-35675084

RESUMEN

Importance: De novo hypertensive disorders of pregnancy (HDP) are associated with adverse maternal and offspring outcomes. Heterogeneity among racial and ethnic subgroups may be masked with aggregate reporting of race and ethnicity, such as Asian or Pacific Islander or Hispanic. Objective: To determine patterns in de novo HDP rates among individuals in Asian and Hispanic subgroups with a first live birth in the United States in the period 2011 through 2019. Design, Setting, and Participants: This serial cross-sectional analysis used data from 2011 through 2019 for individuals aged 15 to 44 years with singleton first live births obtained from the US National Center for Health Statistics natality database. Exposures: Stratification by self-report of maternal race and ethnicity: Hispanic/Latina (overall and Hispanic/Latina subgroups [Central/South American, Cuban, Mexican, and Puerto Rican]), non-Hispanic Asian and Pacific Islander (overall and non-Hispanic Asian subgroups [Asian Indian, Chinese, Filipina, Japanese, Korean, and Vietnamese]), non-Hispanic Black, non-Hispanic White. Main Outcomes and Measures: De novo HDP was defined as new-onset hypertension during pregnancy (gestational hypertension or preeclampsia). Age-standardized rates of HDP (per 1000 live births) and respective mean annual percent change in race and ethnicity groups and subgroups were calculated. Results: Among 13 238 918 individuals, the mean (SD) age was 26.3 (5.8) years. Overall, HDP rates increased 7.3% per year (95% CI, 6.5%-8.1%), from 57.2 (95% CI, 56.8-57.6) per 1000 live births in 2011 to 99.7 (95% CI, 99.2-100.2) per 1000 live births in 2019. Rates of HDP significantly increased in all racial and ethnic groups and subgroups over the study period. The highest HDP prevalence among non-Hispanic Asian subgroups in 2019 was in Filipina individuals (92.5 [95% CI, 86.3-98.8] per 1000 live births), and the highest among Hispanic/Latina subgroups in 2019 was in Puerto Rican individuals (98.6 [95% CI, 94.2-102.9] per 1000 live births) with significant heterogeneity observed among subgroups across the study period. Conclusions and Relevance: Rates of HDP among individuals with a singleton first live birth increased in the United States from 2011 to 2019 across all race and ethnicity subgroups, with considerable heterogeneity in HDP rates in non-Hispanic Asian and Hispanic/Latina subgroups.


Asunto(s)
Hipertensión Inducida en el Embarazo , Pueblo Asiatico , Estudios Transversales , Etnicidad , Femenino , Hispánicos o Latinos , Humanos , Hipertensión Inducida en el Embarazo/epidemiología , Embarazo , Estados Unidos/epidemiología
7.
J Am Heart Assoc ; 11(11): e025050, 2022 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-35583146

RESUMEN

Background Adverse pregnancy outcomes (APOs) (hypertensive disorders of pregnancy [HDP], preterm delivery [PTD], or low birth weight [LBW]) are associated adverse maternal and offspring cardiovascular outcomes. Therefore, we sought to describe nationwide temporal trends in the burden of each APO (HDP, PTD, LBW) from 2007 to 2019 to inform strategies to optimize maternal and offspring health outcomes. Methods and Results We performed a serial cross-sectional analysis of APO subtypes (HDP, PTD, LBW) from 2007 to 2019. We included maternal data from all live births that occurred in the United States using the National Center for Health Statistics Natality Files. We quantified age-standardized and age-specific rates of APOs per 1000 live births and their respective mean annual percentage change. All analyses were stratified by self-report of maternal race and ethnicity. Among 51 685 525 live births included, 15% were to non-Hispanic Black individuals, 24% Hispanic individuals, and 6% Asian individuals. Between 2007 and 2019, age standardized HDP rates approximately doubled, from 38.4 (38.2-38.6) to 77.8 (77.5-78.1) per 1000 live births. A significant inflection point was observed in 2014, with an acceleration in the rate of increase of HDP from 2007 to 2014 (+4.1% per year [3.6-4.7]) to 2014 to 2019 (+9.1% per year [8.1-10.1]). Rates of PTD and LBW increased significantly when co-occurring in the same pregnancy with HDP. Absolute rates of APOs were higher in non-Hispanic Black individuals and in older age groups. However, similar relative increases were seen across all age,racial and ethnic groups. Conclusions In aggregate, APOs now complicate nearly 1 in 5 live births. Incidence of HDP has increased significantly between 2007 and 2019 and contributed to the reversal of favorable trends in PTD and LBW. Similar patterns were observed in all age groups, suggesting that increasing maternal age at pregnancy does not account for these trends. Black-White disparities persisted throughout the study period.


Asunto(s)
Resultado del Embarazo , Nacimiento Prematuro , Anciano , Población Negra , Estudios Transversales , Femenino , Hispánicos o Latinos , Humanos , Recién Nacido de Bajo Peso , Recién Nacido , Embarazo , Resultado del Embarazo/epidemiología , Nacimiento Prematuro/epidemiología , Estados Unidos/epidemiología
9.
JMIR Form Res ; 5(12): e27512, 2021 Dec 02.
Artículo en Inglés | MEDLINE | ID: mdl-34860666

RESUMEN

BACKGROUND: As poor diet quality is a significant risk factor for multiple noncommunicable diseases prevalent in the United States, it is important that methods be developed to accurately capture eating behavior data. There is growing interest in the use of ecological momentary assessments to collect data on health behaviors and their predictors on a micro timescale (at different points within or across days); however, documenting eating behaviors remains a challenge. OBJECTIVE: This pilot study (N=48) aims to examine the feasibility-usability and acceptability-of using smartphone-captured and crowdsource-labeled images to document eating behaviors in real time. METHODS: Participants completed the Block Fat/Sugar/Fruit/Vegetable Screener to provide a measure of their typical eating behavior, then took pictures of their meals and snacks and answered brief survey questions for 7 consecutive days using a commercially available smartphone app. Participant acceptability was determined through a questionnaire regarding their experiences administered at the end of the study. The images of meals and snacks were uploaded to Amazon Mechanical Turk (MTurk), a crowdsourcing distributed human intelligence platform, where 2 Workers assigned a count of food categories to the images (fruits, vegetables, salty snacks, and sweet snacks). The agreement among MTurk Workers was assessed, and weekly food counts were calculated and compared with the Screener responses. RESULTS: Participants reported little difficulty in uploading photographs and remembered to take photographs most of the time. Crowdsource-labeled images (n=1014) showed moderate agreement between the MTurk Worker responses for vegetables (688/1014, 67.85%) and high agreement for all other food categories (871/1014, 85.89% for fruits; 847/1014, 83.53% for salty snacks, and 833/1014, 81.15% for sweet snacks). There were no significant differences in weekly food consumption between the food images and the Block Screener, suggesting that this approach may measure typical eating behaviors as accurately as traditional methods, with lesser burden on participants. CONCLUSIONS: Our approach offers a potentially time-efficient and cost-effective strategy for capturing eating events in real time.

10.
J Rural Health ; 37(2): 417-425, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32472724

RESUMEN

OBJECTIVE: To investigate challenges in care coordination between US Department of Veterans Affairs (VA) clinics and community providers serving rural veterans. METHODS: We completed qualitative interviews in 2017-2018 with a geographically diverse sample of 57 VA and community staff. Interviews were audio-recorded and transcribed verbatim. We used Rapid Qualitative Inquiry (RQI) to guide analyses. RESULTS: Results suggested 5 pivotal domains related to interorganizational care coordination at these sites: organizational mechanisms; organizational culture; relational coordination; contextual factors; and the role of the third party administrators charged with management of scheduling and reimbursement of community services through recent legislation. Across these domains, strategies to bridge gaps between organizations (eg, contracts with third party administrators, development of VA-based community care offices, provision of boundary-spanning staff) at times exacerbated coordination challenges. CONCLUSIONS: Steps taken to improve interorganizational care coordination between VA and community clinics may inadvertently complicate an already complex process. Our findings emphasize the importance of attending to key contextual barriers in coordinating care for rural veterans, and they illustrate the value of fundamental structural and relational approaches to enhancing such care coordination.


Asunto(s)
Veteranos , Humanos , Cultura Organizacional , Investigación Cualitativa , Población Rural , Estados Unidos , United States Department of Veterans Affairs
11.
J Am Heart Assoc ; 10(9): e020541, 2021 05 04.
Artículo en Inglés | MEDLINE | ID: mdl-33890480

RESUMEN

Background Cardiovascular disease mortality related to heart failure (HF) is rising in the United States. It is unknown whether trends in HF mortality are consistent across geographic areas and are associated with state-level variation in cardiovascular health (CVH). The goal of the present study was to assess regional and state-level trends in cardiovascular disease mortality related to HF and their association with variation in state-level CVH. Methods and Results Age-adjusted mortality rates (AAMR) per 100 000 attributable to HF were ascertained using the Centers for Disease Control and Prevention's Wide-Ranging Online Data for Epidemiologic Research from 1999 to 2017. CVH at the state-level was quantified using the Behavioral Risk Factor Surveillance System. Linear regression was used to assess temporal trends in HF AAMR were examined by census region and state and to examine the association between state-level CVH and HF AAMR. AAMR attributable to HF declined from 1999 to 2011 and increased between 2011 and 2017 across all census regions. Annual increases after 2011 were greatest in the Midwest (ß=1.14 [95% CI, 0.75, 1.53]) and South (ß=0.96 [0.66, 1.26]). States in the South and Midwest consistently had the highest HF AAMR in all time periods, with Mississippi having the highest AAMR (109.6 [104.5, 114.6] in 2017). Within race‒sex groups, consistent geographic patterns were observed. The variability in HF AAMR was associated with state-level CVH (P<0.001). Conclusions Wide geographic variation exists in HF mortality, with the highest rates and greatest recent increases observed in the South and Midwest. Higher levels of poor CVH in these states suggest the potential for interventions to promote CVH and reduce the burden of HF.


Asunto(s)
Predicción , Estado de Salud , Disparidades en Atención de Salud/tendencias , Insuficiencia Cardíaca/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Tasa de Supervivencia/tendencias , Estados Unidos/epidemiología
12.
Health Place ; 68: 102540, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33647635

RESUMEN

Epidemiological studies have highlighted the disparate impact of coronavirus disease 2019 (COVID-19) on racial and ethnic minority and socioeconomically disadvantaged populations, but data at the neighborhood-level is sparse. The objective of this study was to investigate the disparate impact of COVID-19 on disadvantaged neighborhoods and racial/ethnic minorities in Chicago, Illinois. Using data from the Cook County Medical Examiner, we conducted a neighborhood-level analysis of COVID-19 decedents in Chicago and quantified age-standardized years of potential life lost (YPLL) due to COVID-19 among demographic subgroups and neighborhoods with geospatial clustering of high and low rates of COVID-19 mortality. We show that age-standardized YPLL was markedly higher among the non-Hispanic (NH) Black (559 years per 100,000 population) and the Hispanic (811) compared with NH white decedents (312). We demonstrate that geomapping using residential address data at the individual-level identifies hot-spots of COVID-19 mortality in neighborhoods on the Northeast, West, and South areas of Chicago that reflect a legacy of residential segregation and persistence of inequality in education, income, and access to healthcare. Our results may contribute to ongoing public health and community-engaged efforts to prevent the spread of infection and mitigate the disproportionate loss of life among these communities due to COVID-19 as well as highlight the urgent need to broadly target neighborhood disadvantage as a cause of pervasive racial inequalities in life and health.


Asunto(s)
COVID-19 , Etnicidad/estadística & datos numéricos , Grupos Minoritarios/estadística & datos numéricos , Años de Vida Ajustados por Calidad de Vida , Grupos Raciales , Características de la Residencia/estadística & datos numéricos , Anciano , COVID-19/epidemiología , COVID-19/mortalidad , Chicago/epidemiología , Femenino , Humanos , Masculino
13.
Front Cardiovasc Med ; 8: 785109, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34912869

RESUMEN

Background: Given rising morbidity, mortality, and costs due to heart failure (HF), new approaches for prevention are needed. A quantitative risk-based strategy, in line with established guidelines for atherosclerotic cardiovascular disease prevention, may efficiently select patients most likely to benefit from intensification of preventive care, but a risk-based strategy has not yet been applied to HF prevention. Methods and Results: The Feasibility of the Implementation of Tools for Heart Failure Risk Prediction (FIT-HF) pilot study will enroll 100 participants free of cardiovascular disease who receive primary care at a single integrated health system and have a 10-year predicted risk of HF of ≥5% based on the previously validated Pooled Cohort equations to Prevent Heart Failure. All participants will complete a health and lifestyle questionnaire and undergo cardiac biomarker (B-type natriuretic peptide [BNP] and high-sensitivity cardiac troponin I [hs-cTn]) and echocardiography screening at baseline and 1-year follow-up. Participants will be randomized 1:1 to either a pharmacist-led intervention or usual care for 1 year. Participants in the intervention arm will undergo consultation with a pharmacist operating under a collaborative practice agreement with a supervising cardiologist. The pharmacist will perform lifestyle counseling and recommend initiation or intensification of therapies to optimize risk factor (hypertension, diabetes, and cholesterol) management according to the most recent clinical practice guidelines. The primary outcome is change in BNP at 1-year, and secondary and exploratory outcomes include changes in hs-cTn, risk factor levels, and cardiac mechanics at follow-up. Feasibility will be examined by monitoring retention rates. Conclusions: The FIT-HF pilot study will offer insight into the feasibility of a strategy of quantitative risk-based enrollment into a pharmacist-led prevention program to reduce heart failure risk. Clinical Trial Registration: https://clinicaltrials.gov/ct2/show/NCT04684264.

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