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3.
J Nutr ; 153(5): 1627-1635, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36921805

RESUMEN

BACKGROUND: Assessment of individual and population-level dietary intake is critical for public health surveillance, epidemiology, and dietary intervention research. In recognition of that need, the National Insitutes of Health (NIH) has a history of funding research projects designed to support the development, implementation, and refinement of tools to assess dietary intake in humans. OBJECTIVES: This report provides data and information on NIH-funded dietary intake assessment methodological research over the period of 2012-2021. METHODS: Data were extracted from an internal NIH data system using the Research, Condition, and Disease Categorization (RCDC) spending category for Nutrition. Data were then examined to identify research focused on dietary assessment tools or methods to capture or analyze dietary intake. RESULTS: Over the decade of 2012-2021, NIH supported 46 grants and 2 large contracts specific to dietary assessment methods development. The top 6 Institutes and Offices funding dietary assessment methods research were identified. Most projects were limited to adults. Projects ranged from novel methods to capture dietary intake, and refinement of analytical methods, to biomarkers of dietary intake. One key contract supported the automated self-administered 24-h dietary assessment tool (ASA24), a widely used, free tool available to the research community for assessing dietary intake. CONCLUSIONS: NIH's support for dietary assessment methods development over this 10-y period was small but grew over time with an expanding number and variety of methods, data sources, and technological advancements in the assessment of dietary intake. NIH remains committed to supporting research seeking to advance the field of dietary assessment methods research.


Asunto(s)
National Institutes of Health (U.S.) , Evaluación Nutricional , Adulto , Estados Unidos , Humanos , Dieta , Organización de la Financiación , Ingestión de Alimentos
5.
Am J Public Health ; 112(S8): S817-S825, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36122314

RESUMEN

The first 1000 days begins with pregnancy and ends at the child's second birthday. Nutrition throughout the life course, and especially during the first 1000 days, supports maternal health and optimal growth and development for children. We give a high-level summary of the state of nutrition in the first 1000 days in the United States. We provide examples where continued efforts are needed. We then discuss select opportunities to strengthen federal research and surveillance, programs, and communication and dissemination efforts aimed at improving nutrition and positively, and equitably, influencing the health and well-being of mothers and children. (Am J Public Health. 2022;112(S8):S817-S825. https://doi.org/10.2105/AJPH.2022.307028).


Asunto(s)
Estado Nutricional , Embarazo , Niño , Femenino , Estados Unidos , Humanos
6.
Adv Nutr ; 13(6): 2098-2114, 2022 12 22.
Artículo en Inglés | MEDLINE | ID: mdl-36084013

RESUMEN

National health and nutrition monitoring is an important federal effort in the United States and Canada, and the basis for many of their nutrition and health policies. Understanding of child exposures through human milk (HM) remains out of reach due to lack of current and representative data on HM's composition and intake volume. This article provides an overview of the current national health and nutrition monitoring activities for HM-fed children, HM composition (HMC) and volume data used for exposure assessment, categories of potential measures in HM, and associated variability factors. In this Perspective, we advocate for a framework for collection and reporting of HMC data for national health and nutrition monitoring and programmatic needs, including a shared vision for a publicly available Human Milk Composition Data Repository (HMCD-R) to include essential metadata associated with HMC. HMCD-R can provide a central, integrated platform for researchers and public health officials for compiling, evaluating, and sharing HMC data. The compiled compositional and metadata in HMCD-R would provide pertinent measures of central tendency and variability and allow use of modeling techniques to approximate compositional profiles for subgroups, providing more accurate exposure assessments for purposes of monitoring and surveillance. HMC and related metadata could facilitate understanding the complexity and variability of HM composition, provide crucial data for assessment of infant and maternal nutritional needs, and inform public health policies, food and nutrition programs, and clinical practice guidelines.


Asunto(s)
Leche Humana , Estado Nutricional , Lactante , Niño , Humanos , Estados Unidos , Canadá
7.
Adv Nutr ; 13(5): 1395-1401, 2022 10 02.
Artículo en Inglés | MEDLINE | ID: mdl-35438148

RESUMEN

The Dietary Guidelines for Americans, 2020-2025, included guidelines for pregnancy, lactation, and children from birth to age 24 mo (B-24) to reflect the growing body of evidence about appropriate nutrition during the earliest stages of life. Guidelines were based on a thorough review of the existing scientific evidence by the 2020 Dietary Guidelines Advisory Committee (DGAC). This study's objective was to enumerate early-life (pregnancy, lactation, and B-24) nutrition research needs that are already being addressed by the scientific community and to identify remaining research gaps. The Scientific Report of the 2020 Dietary Guidelines Advisory Committee was reviewed, and 138 research gaps relevant to early life were identified. Research gaps were consolidated into 13 topic areas. A total of 1632 nutrition- and early-life-focused research projects funded by the NIH between 2018 and 2020 were manually coded using title, abstract, and public health relevance statement available on NIH RePORTER. Projects were coded as affirmative if they addressed a research gap within 1 of the 13 research gap topic areas. Of coded projects, 235 (14.4%) addressed any early-life nutrition research gap. Between fiscal years 2018 to 2020, total costs of projects addressing any gap represented only 15% of total costs for all projects reviewed. Complementary foods, breastfeeding (never vs. ever), and frequency of eating were research gap areas most frequently coded as being addressed by a funded project. Iron supplementation, seafood consumption, and maternal diet food allergens were research gap areas least frequently coded as being potentially addressed by a funded project. This analysis highlights opportunities for changes in the federal government investment in maternal and child nutrition research to support development of effective, evidence-based dietary guidelines for improvement in early-life nutrition practices and overall public health.


Asunto(s)
Lactancia Materna , National Institutes of Health (U.S.) , Adulto , Alérgenos , Niño , Femenino , Humanos , Hierro , Lactancia , Embarazo , Estados Unidos , Adulto Joven
8.
Gastroenterology ; 161(2): 476-486.e3, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33895169

RESUMEN

BACKGROUND & AIMS: Public interest in pre-, pro-, and synbiotic products is increasing because of interactions between gut microbiota and human health. Our aim was to describe nonfood (from dietary supplements or medication) pre-, pro-, and synbiotic use by US adults and children and reported reasons. METHODS: Using data from the National Health and Nutrition Examination Survey (NHANES), we text-mined dietary supplement and prescription medication labels and ingredients to identify pre-, pro-, and synbiotic products used in the past 30 days. We describe trends in use from 1999 to 2018 (n = 101,199) and prevalence in 2015-2016 and 2017-2018 (n = 19,215) by age groups, sex, ethnicity/race, education, income, self-reported diet and health quality, and prescription gastrointestinal medication use stratified by children (<19 years) and adults (19+ years). RESULTS: Nonfood pre-, pro-, and synbiotic use increased up to 3-fold in recent cycles. Prevalence of use for all ages for prebiotics was 2.4% (95% confidence interval [CI], 2.0-2.9), for probiotics was 4.5% (95% CI, 3.5-5.6), and for synbiotics was 1.1% (95% CI, 0.8-1.5). Use was highest among older adults (8.8% [95% CI, 5.4-13.3] among those aged 60-69 years for probiotics), non-Hispanic Whites, those with higher educational attainment and income, those with more favorable self-reported diet or health quality, and those with concurrent prescription gastrointestinal medication use. The top reasons for use were for digestive health and to promote/maintain general health. Less than 30% reported using these products based on a health care provider's recommendation. CONCLUSIONS: One in 20 US adults or children use nonfood pre-, pro-, or synbiotic products, and use has sharply increased in recent years. Most individuals voluntarily take these products for general digestive or overall health reasons.


Asunto(s)
Conocimientos, Actitudes y Práctica en Salud , Prebióticos , Probióticos/uso terapéutico , Autocuidado/tendencias , Simbióticos , Adolescente , Adulto , Factores de Edad , Anciano , Niño , Preescolar , Estudios Transversales , Femenino , Microbioma Gastrointestinal , Estado de Salud , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Encuestas Nutricionales , Factores Sexuales , Factores de Tiempo , Estados Unidos , Adulto Joven
9.
Am J Clin Nutr ; 113(5): 1063-1072, 2021 05 08.
Artículo en Inglés | MEDLINE | ID: mdl-33831952

RESUMEN

Critical advancement is needed in the study of human milk as a biological system that intersects and interacts with myriad internal (maternal biology) and external (diet, environment, infections) factors and its plethora of influences on the developing infant. Human-milk composition and its resulting biological function is more than the sum of its parts. Our failure to fully understand this biology in a large part contributes to why the duration of exclusive breastfeeding remains an unsettled science (if not policy). Our current understanding of human-milk composition and its individual components and their functions fails to fully recognize the importance of the chronobiology and systems biology of human milk in the context of milk synthesis, optimal timing and duration of feeding, and period of lactation. The overly simplistic, but common, approach to analyzing single, mostly nutritive components of human milk is insufficient to understand the contribution of either individual components or the matrix within which they exist to both maternal and child health. There is a need for a shift in the conceptual approach to studying human milk to improve strategies and interventions to support better lactation, breastfeeding, and the full range of infant feeding practices, particularly for women and infants living in undernourished and infectious environments. Recent technological advances have led to a rising movement towards advancing the science of human-milk biology. Herein, we describe the rationale and critical need for unveiling the multifunctionality of the various nutritional, nonnutritional, immune, and biological signaling pathways of the components in human milk that drive system development and maturation, growth, and development in the very early postnatal period of life. We provide a vision and conceptual framework for a research strategy and agenda to change the field of human-milk biology with implications for global policy, innovation, and interventions.


Asunto(s)
Lactancia/fisiología , Leche Humana/química , Leche Humana/fisiología , Adulto , Lactancia Materna , Dieta , Femenino , Humanos , Lactante , Fenómenos Fisiológicos Nutricionales del Lactante , Fenómenos Fisiologicos Nutricionales Maternos , Microbiota , Leche Humana/microbiología , Madres
10.
Am J Prev Med ; 60(6): e261-e268, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33745818

RESUMEN

INTRODUCTION: This manuscript characterizes primary and secondary prevention research in humans and related methods research funded by NIH in 2012‒2019. METHODS: The NIH Office of Disease Prevention updated its prevention research taxonomy in 2019‒2020 and applied it to a sample of 14,523 new extramural projects awarded in 2012-2019. All projects were coded manually for rationale, exposures, outcomes, population focus, study design, and type of prevention research. All results are based on that manual coding. RESULTS: Taxonomy updates resulted in a slight increase, from an average of 16.7% to 17.6%, in the proportion of prevention research awards for 2012‒2017; there was a further increase to 20.7% in 2019. Most of the leading risk factors for death and disability in the U.S. were observed as an exposure or outcome in <5% of prevention research projects in 2019 (e.g., diet, 3.7%; tobacco, 3.9%; blood pressure, 2.8%; obesity, 4.4%). Analysis of existing data became more common (from 36% to 46.5%), whereas randomized interventions became less common (from 20.5% to 12.3%). Randomized interventions addressing a leading risk factor in a minority health or health disparities population were uncommon. CONCLUSIONS: The number of new NIH awards classified as prevention research increased to 20.7% in 2019. New projects continued to focus on observational studies and secondary data analysis in 2018 and 2019. Additional research is needed to develop and test new interventions or develop methods for the dissemination of existing interventions, which address the leading risk factors, particularly in minority health and health disparities populations.


Asunto(s)
Investigación sobre Servicios de Salud , Proyectos de Investigación , Humanos , Factores de Riesgo , Prevención Secundaria , Estados Unidos
11.
J Acad Nutr Diet ; 121(3): 553-581.e3, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32624394

RESUMEN

Consumer interest in personalized nutrition based on nutrigenetic testing is growing. Recently, multiple, randomized controlled trials have sought to understand whether incorporating genetic information into dietary counseling alters dietary outcomes. The objective of this systematic review was to examine how incorporating genetic information into nutrition counseling and care, compared to an alternative intervention or control group, impacts dietary outcomes. This is the first of a 2-part systematic review series. Part II reports anthropometric, biochemical, and disease-specific outcomes. Peer-reviewed randomized controlled trials were identified through a systematic literature search of multiple databases, screened for eligibility, and critically reviewed and synthesized. Conclusion statements were graded to determine quality of evidence for each dietary outcome reported. Reported outcomes include intake of total energy and macronutrients, micronutrients, foods, food groups, food components (added sugar, caffeine, and alcohol), and composite diet scores. Ten articles representing 8 unique randomized controlled trials met inclusion criteria. Of 15 conclusion statements (evidence grades: Weak to Moderate), 13 concluded there was no significant effect of incorporating genetic information into nutrition counseling/care on dietary outcomes. Limited data suggested that carriers of higher-risk gene variants were more likely than carriers of low-risk gene variants to significantly reduce intake of sodium and alcohol in response to nutrition counseling that incorporated genetic results. Included studies differed in quality, selected genetic variants, timing and intensity of intervention, sample size, dietary assessment tools, and population characteristics. Therefore, strong conclusions could not be drawn. Collaboration between the Academy of Nutrition and Dietetics and professional nutrigenetic societies would likely prove valuable in prioritizing which genetic variants and targeted nutrition messages have the most potential to alter dietary outcomes in a given patient subpopulation and, thus, should be the targets of future research.


Asunto(s)
Consejo , Dieta , Pruebas Genéticas , Nutrigenómica , Terapia Nutricional , Consumo de Bebidas Alcohólicas , Consejo/métodos , Dietética/métodos , Medicina Basada en la Evidencia , Conducta Alimentaria , Variación Genética/genética , Humanos , Nutrigenómica/métodos , Nutrigenómica/tendencias , Terapia Nutricional/métodos , Fenómenos Fisiológicos de la Nutrición/genética , Medicina de Precisión , Sodio en la Dieta
12.
J Acad Nutr Diet ; 121(3): 582-605.e17, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32624396

RESUMEN

In recent years, literature examining implementation of nutritional genomics into clinical practice has increased, including publication of several randomized controlled trials (RCTs). This systematic review addressed the following question: In children and adults, what is the effect of incorporating results of genetic testing into nutrition counseling and care compared with an alternative intervention or control group, on nutrition-related health outcomes? A literature search of MEDLINE, Embase, PsycINFO, CINAHL, and other databases was conducted for peer-reviewed RCTs published from January 2008 until December 2018. An international workgroup consisting of registered dietitian nutritionists, systematic review methodologists, and evidence analysts screened and reviewed articles, summarized data, conducted meta-analyses, and graded conclusion statements. The second in a two-part series, this article specifically summarizes evidence from RCTs that examined health outcomes (ie, quality of life, disease incidence and prevention of disease progression, or mortality), intermediate health outcomes (ie, anthropometric measures, body composition, or relevant laboratory measures routinely collected in practice), and adverse events as reported by study authors. Analysis of 11 articles from nine RCTs resulted in 16 graded conclusion statements. Among participants with nonalcoholic fatty liver disease, a diet tailored to genotype resulted in a greater reduction of percent body fat compared with a customary diet for nonalcoholic fatty liver disease. However, meta-analyses for the outcomes of total cholesterol, low-density lipoprotein cholesterol, body mass index, and weight yielded null results. Heterogeneity between studies and low certainty of evidence precluded development of strong conclusions about the incorporation of genetic information into nutrition practice. Although there are still relatively few well-designed RCTs to inform integration of genetic information into the Nutrition Care Process, the field of nutritional genomics is evolving rapidly, and gaps in the literature identified by this systematic review can inform future studies.


Asunto(s)
Consejo , Dieta , Pruebas Genéticas , Nutrigenómica , Terapia Nutricional , Resultado del Tratamiento , Adulto , Niño , Dietética/métodos , Medicina Basada en la Evidencia , Femenino , Genotipo , Humanos , Masculino , Nutrigenómica/métodos , Nutrigenómica/tendencias , Fenómenos Fisiológicos de la Nutrición/genética , Ensayos Clínicos Controlados Aleatorios como Asunto
13.
Drug Alcohol Depend ; 206: 107724, 2020 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-31753731

RESUMEN

BACKGROUND: Substance use is a leading preventable cause of death in the U.S. The National Institutes of Health (NIH) provides public funding to advance understanding on the causes of substance use disorders and apply that knowledge to improve public health through research that develops new and improved strategies to prevent substance use. The purpose of this study was to characterize substance use prevention research funded by the NIH. METHODS: Leveraging a dataset of NIH-funded prevention research, we identified grants studying substance use during 2012-2017. We coded the substances and types of prevention research studied in these grants. We generated descriptive statistics and estimated trends using weighted data representing the entire NIH substance use prevention research portfolio. RESULTS: Approximately 2.4% of all NIH research awards focused on substance use prevention during 2012-2017, with most focused on Epidemiologic Research. Alcohol and Nicotine were the top two substance categories studied. Marijuana prevention research showed a significant upward trend in funding over time (p = 0.002). Among studies of College Students and Military/Veterans, over three-quarters focused on Alcohol. Studies of Pregnant/Port-partum Women mostly focused on Nicotine. CONCLUSIONS: While substance use is a leading cause for morbidity and mortality, substance use prevention grants comprised a small portion of NIH's research portfolio during 2012-2017. These grants demonstrated breadth in the substances studied and the types of prevention research. Opportunities for further study are discussed.


Asunto(s)
Financiación Gubernamental/tendencias , Investigación sobre Servicios de Salud/economía , National Institutes of Health (U.S.) , Apoyo a la Investigación como Asunto/tendencias , Trastornos Relacionados con Sustancias/prevención & control , Humanos , Medicina Preventiva , Estados Unidos
14.
JAMA Netw Open ; 2(11): e1914718, 2019 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-31702797

RESUMEN

Importance: No studies to date have examined support by the National Institutes of Health (NIH) for primary and secondary prevention research in humans and related methods research that measures the leading risk factors or causes of death or disability as outcomes or exposures. Objective: To characterize NIH support for such research. Design and Setting: This serial cross-sectional study randomly sampled NIH grants and cooperative agreements funded during fiscal years 2012 through 2017. For awards with multiple subprojects, each was treated as a separate project. Study characteristics, outcomes, and exposures were coded from October 2015 through February 2019. Analyses weighted to reflect the sampling scheme were completed in March through June 2019. Using 2017 data from the Centers for Disease Control and Prevention and 2016 data from the Global Burden of Disease project, the leading risk factors and causes of death and disability in the United States were identified. Main Outcomes and Measures: The main outcome was the percentage of the NIH prevention research portfolio measuring a leading risk factor or cause of death or disability as an outcome or exposure. Results: A total of 11 082 research projects were coded. Only 25.9% (95% CI, 24.0%-27.8%) of prevention research projects measured a leading cause of death as an outcome or exposure, although these leading causes were associated with 74.0% of US mortality. Only 34.0% (95% CI, 32.2%-35.9%) measured a leading risk factor for death, although these risk factors were associated with 57.3% of mortality. Only 31.4% (95% CI, 29.6%-33.3%) measured a leading risk factor for disability-adjusted life-years lost, although these risk factors were associated with 42.1% of disability-adjusted life-years lost. Relatively few projects included a randomized clinical trial (24.6%; 95% CI, 22.5%-26.9%) or involved more than 1 leading cause (3.3%; 95% CI, 2.6%-4.1%) or risk factor (8.8%; 95% CI, 7.9%-9.8%). Conclusions and Relevance: In this cross-sectional study, the leading risk factors and causes of death and disability were underrepresented in the NIH prevention research portfolio relative to their burden. Because so much is already known about these risk factors and causes, and because randomized interventions play such a vital role in the development of clinical and public health guidelines, it appears that greater attention should be given to develop and test interventions that address these risk factors and causes, addressing multiple risk factors or causes when possible.


Asunto(s)
Causas de Muerte/tendencias , Estudios de la Discapacidad/tendencias , National Institutes of Health (U.S.)/tendencias , Medicina Preventiva/normas , Clasificación/métodos , Estudios Transversales , Estudios de la Discapacidad/estadística & datos numéricos , Humanos , National Institutes of Health (U.S.)/organización & administración , Medicina Preventiva/métodos , Medicina Preventiva/estadística & datos numéricos , Años de Vida Ajustados por Calidad de Vida , Proyectos de Investigación/tendencias , Factores de Riesgo , Estados Unidos
15.
Am J Prev Med ; 57(6): 818-825, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31753263

RESUMEN

INTRODUCTION: Poor diet and inadequate physical activity are common contributors to preventable death in the U.S. This paper provides a summary of the NIH-sponsored research on disease prevention that underlies public health and clinical recommendations to improve diet and physical activity. METHODS: A representative sample (n=11,082) of research grants and cooperative agreements (research projects) representing the NIH prevention research portfolio between 2012 and 2017 were hand coded by trained analysts in 2017-2018. This manuscript describes the rationale(s), exposure(s), outcome(s), population(s), and study design(s) in prevention research focused on diet and physical activity and compares this research to identified research gaps in the field. RESULTS: A relatively stable 7.8% (95% CI=7.0%, 8.8%) and 5.0% (95% CI=4.4%, 5.7%) of the NIH prevention research projects were focused on diet and physical activity, respectively, during 2012-2017. These projects often explored diet and physical activity together in the context of obesity, included observational studies, and focused on a general adult population. Few of these projects focused on development of improved assessment methods. Approximately 50% of these studies were related to research gaps identified by the 2015 Dietary or 2018 Physical Activity Guidelines Advisory Committee Scientific Reports. CONCLUSIONS: Opportunities exist for more engagement by NIH and scientific investigators in diet- and physical activity-focused prevention research, particularly around assessment and known research gaps.


Asunto(s)
Ejercicio Físico , Conducta Alimentaria , National Institutes of Health (U.S.)/economía , Medicina Preventiva/métodos , Apoyo a la Investigación como Asunto , Adulto , Comités Consultivos , Anciano , Investigación Biomédica/economía , Investigación Biomédica/organización & administración , Investigación Biomédica/estadística & datos numéricos , Niño , Femenino , Humanos , Masculino , Medicina Preventiva/economía , Medicina Preventiva/estadística & datos numéricos , Estados Unidos , Adulto Joven
16.
Am J Prev Med ; 55(6): 915-925, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30458950

RESUMEN

INTRODUCTION: This paper provides the first detailed analysis of the NIH prevention research portfolio for primary and secondary prevention research in humans and related methods research. METHODS: The Office of Disease Prevention developed a taxonomy of 128 topics and applied it to 11,082 projects representing 91.7% of all new projects and 84.1% of all dollars used for new projects awarded using grant and cooperative agreement activity codes that supported research in fiscal years 2012-2017. Projects were coded in 2016-2018 and analyzed in 2018. RESULTS: Only 16.7% of projects and 22.6% of dollars were used for primary and secondary prevention research in humans or related methods research. Most of the leading risk factors for death and disability in the U.S. were selected as an outcome in <5% of the projects. Many more projects included an observational study, or an analysis of existing data, than a randomized intervention. These patterns were consistent over time. CONCLUSIONS: The appropriate level of support for primary and secondary prevention research in humans from NIH will differ by field and stage of research. The estimates reported here may be overestimates, as credit was given for a project even if only a portion of that project addressed prevention research. Given that 74% of the variability in county-level life expectancy across the U.S. is explained by established risk factors, it seems appropriate to devote additional resources to developing and testing interventions to address those risk factors.


Asunto(s)
Financiación Gubernamental , Investigación sobre Servicios de Salud/economía , National Institutes of Health (U.S.) , Prevención Primaria , Prevención Secundaria , Humanos , Estados Unidos
17.
Am J Prev Med ; 55(6): 926-931, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30458951

RESUMEN

INTRODUCTION: To fulfill its mission, the NIH Office of Disease Prevention systematically monitors NIH investments in applied prevention research. Specifically, the Office focuses on research in humans involving primary and secondary prevention, and prevention-related methods. Currently, the NIH uses the Research, Condition, and Disease Categorization system to report agency funding in prevention research. However, this system defines prevention research broadly to include primary and secondary prevention, studies on prevention methods, and basic and preclinical studies for prevention. A new methodology was needed to quantify NIH funding in applied prevention research. METHODS: A novel machine learning approach was developed and evaluated for its ability to characterize NIH-funded applied prevention research during fiscal years 2012-2015. The sensitivity, specificity, positive predictive value, accuracy, and F1 score of the machine learning method; the Research, Condition, and Disease Categorization system; and a combined approach were estimated. Analyses were completed during June-August 2017. RESULTS: Because the machine learning method was trained to recognize applied prevention research, it more accurately identified applied prevention grants (F1 = 72.7%) than the Research, Condition, and Disease Categorization system (F1 = 54.4%) and a combined approach (F1 = 63.5%) with p<0.001. CONCLUSIONS: This analysis demonstrated the use of machine learning as an efficient method to classify NIH-funded research grants in disease prevention.


Asunto(s)
Financiación Gubernamental/clasificación , Investigación sobre Servicios de Salud/economía , Aprendizaje Automático , National Institutes of Health (U.S.) , Humanos , Prevención Primaria , Prevención Secundaria , Estados Unidos
20.
J Am Coll Nutr ; 35(8): 704-716, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27710205

RESUMEN

The possible relationship between dietary cholesterol and cardiac outcomes has been scrutinized for decades. However, recent reviews of the literature have suggested that dietary cholesterol is not a nutrient of concern. Thus, we conducted a meta-analysis of egg intake (a significant contributor to dietary cholesterol) and risk of coronary heart disease (CHD) and stroke. A comprehensive literature search was conducted through August 2015 to identify prospective cohort studies that reported risk estimates for egg consumption in association with CHD or stroke. Random-effects meta-analysis was used to generate summary relative risk estimates (SRREs) for high vs low intake and stratified intake dose-response analyses. Heterogeneity was examined in subgroups where sensitivity and meta regression analyses were conducted based on increasing egg intake. A 12% decreased risk (SRRE = 0.88, 95% confidence interval [CI], 0.81-0.97) of stroke was observed in the meta-analysis of 7 studies of egg intake (high vs low; generally 1/d vs <2/wk), with little heterogeneity (p-H = 0.37, I2 = 7.50). A nonstatistically significant SRRE of 0.97 (95% CI, 0.88-1.07, p-H = 0.67, I2 = 0.00) was observed in the meta-analysis of 7 studies of egg consumption and CHD. No clear dose-response trends were apparent in the stratified intake meta-analyses or the meta regression analyses. Based on the results of this meta-analysis, consumption of up to one egg daily may contribute to a decreased risk of total stroke, and daily egg intake does not appear to be associated with risk of CHD. Key Teaching Points: • The role of egg consumption in the risk of stroke and coronary heart disease has come under scrutiny over many years. • A comprehensive meta-analysis of prospective cohort studies that reported risk estimates for egg consumption in association with CHD or stroke was performed on the peer-reviewed epidemiologic literature through August 2015. • Overall, summary associations indicate that intake of up to 1 egg daily may be associated with reduced risk of total stroke. • Overall, summary associations show no clear association between egg intake and increased or decreased risk of CHD. • Eggs are a relatively low-cost and nutrient-dense whole food that provides a valuable source of protein, essential fatty acids, antioxidants, choline, vitamins, and minerals.


Asunto(s)
Colesterol en la Dieta/administración & dosificación , Enfermedad Coronaria/epidemiología , Dieta , Huevos , Accidente Cerebrovascular/epidemiología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Colesterol en la Dieta/efectos adversos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo
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