Early Introduction Of Solid Foods Research Articles

Prediction of overweight/obesity risk in adolescence using static and dynamic multi-exposure models

Abstract Background Studying the risk factors for obesity development and timely identification of individuals at increased risk are key for obesity prevention. We aimed to assess the associations of multiple prenatal, infancy and childhood exposures with overweight/obesity at 13 years (y) and develop static and dynamic multiple-exposure prediction models. Methods In 4232 mother-child pairs from the Generation XXI birth cohort, we assessed, during pregnancy/infancy and childhood, 55 sociodemographic factors, anthropometric measures, lifestyle behaviors, and clinical exposures related to the mother and the child and categorized body mass index z-scores as normal weight and overweight/obesity at 13y. Static models for pregnancy/infancy, 4, 7 and 10y, and a dynamic model were fitted using Elastic Net and logistic regression and were compared in terms of predictive performance. Results Mothers with lower educational level and household income, no partner, overweight/obesity before and after pregnancy, excessive gestational weight gain, pregnancy complications and who were smokers during pregnancy had children with a higher risk of overweight/obesity at 13y. Children with higher BMI during infancy, overweight/obesity during childhood, an early introduction of solid foods (before 4 months), a higher consumption of soft drinks at 4y and females had a higher risk of overweight/obesity at 13y. We observed the lowest predictive performance for the pregnancy/infancy model (prediction error of 36%) and the highest predictive performance for the 10y and dynamic models (prediction errors of 17%). Conclusions We identified the most important predictors of overweight/obesity in adolescence, most of them modifiable, and able to be targeted in prevention strategies. Predicting overweight/obesity risk in adolescence might be suboptimal if only considering pregnancy/infancy data and improves as closer to the age of the outcome, with no additional benefit in using a complex dynamic model. Key messages • Prevention of overweight/obesity should start during prenatal life. • Children at higher risk of overweight/obesity may be identified years earlier using prediction models in clinical practice.

Factors Influence Breastfeeding Duration after High Risk and Low Risk Pregnancies.

Breastfeeding provides vital nutrients and fosters maternal-infant bonding, benefiting both mother and child. However, breastfeeding duration is influenced by various factors, especially in women of high-risk pregnancy. This study aims to identify predictors of breastfeeding duration among women of high-risk and low-risk pregnancy, focusing on exclusive and mixed feeding practices. Conducted at a public hospital in Attica, Greece, this 20-month prospective cohort study (May 2020-January 2022) included 380 pregnant women, divided into high-risk and low-risk groups. The final sample of 157 women, after excluding non-breastfeeding participants, was assessed across five phases from prenatal to six months postpartum using interviews, calls, and surveys. Multiple linear regression identified key predictors, with statistical methods applied. Results revealed birth weight as a consistent significant predictor of breastfeeding duration. For women with high-risk pregnancy, additional factors like infant gender, jaundice, and early introduction of solid foods influenced breastfeeding duration. The mixed breastfeeding model for women with high-risk pregnancy explained 72.9% of the variance. Exclusive and mixed breastfeeding models for women with low-risk pregnancy also highlighted birth weight's influence. The findings highlight the important role of birth weight and other specific factors in determining breastfeeding duration among women of high-risk and low-risk pregnancy. Further research is needed to validate these findings across diverse populations.

The Accumulative Effect of Multiple Postnatal Risk Factors with the Risk of Being Overweight/Obese in Late Childhood.

Most past studies focused on the associations of prenatal risk factors with the risks of childhood overweight/obesity. Instead, more postnatal risk factors are modifiable, with less knowledge of their cumulative effects on childhood obesity. We analyzed data of 1869 children in an Australian birth cohort. Key postnatal risk factors included: maternal and paternal overweight/obesity during the child's infancy, tobacco exposure, low family socioeconomic score, breastfeeding duration < 6 months, early introduction of solid foods, and rapid weight gain during infancy. The risk score was the sum of the number of risk factors. The primary outcome is overweight/obesity in late childhood (11-12 years); secondary outcomes are high-fat mass index (FMI), body fat percentage (BF%), and waist-to-height ratio (WHtR). Poisson regression models were used in the analyses. Children with higher risk scores had higher risks of overweight/obesity (p-for-trends < 0.001). After adjusting covariates, compared with those with 0-1 risk factors, children with 4-6 risk factors had 4.30 (95% confidence interval: 2.98, 6.21) times higher risk of being overweight/obesity; the relative risks for high FMI, BF%, and WHtR were 7.31 (3.97, 13.45), 4.41 (3.00, 6.50), and 6.52 (3.33, 12.74), respectively. Our findings highlighted that multiple postnatal risk factors were associated with increased risks of being overweight/obesity in late childhood.

Association of Stunting with Socio-Demographic Factors and Feeding Practices among Children under Two Years in Informal Settlements in Gauteng, South Africa.

Despite improvements in childhood undernutrition through integrated nutritional programs in South Africa, stunting among children remains persistent, and is attributed to poor socio-demographic status. This context has been implicated in disrupting mothers' decisions regarding effective infant feeding, ultimately meaning that children's nutritional demands remain unmet. In view of this, we conducted a cross-sectional study to determine the association between socio-demographic factors and infant and young child feeding (IYCF) practices and stunting among children under two years receiving primary health care in informal settlements in Gauteng, South Africa. A validated questionnaire was used to assess mothers' socio-demographic status and feeding practices using WHO core indicators. Stunting was defined as length-for age z-scores (LAZ) below -2 standard deviation, computed using WHO Anthro software version 3.2.2.1 using age, sex, and anthropometric measurements of children. Univariate and multivariate analyses were stratified by stunting to determine the relationship with socio-demographic, infant, and IYCF factors using STATA 17. The prevalence of stunting was 16% among surveyed children under two years (with a mean age of 8 ± 5 months) living in poor socio-demographic households. Poor feeding practices were characterized by delayed initiation of breastfeeding (58%), sub-optimal exclusive breastfeeding (29%), discontinued breastfeeding (44%), early introduction of solid foods (41%), and low dietary diversity (97%). Significant differences in terms of child's age, monthly household income, and ever being breastfed were observed (Chi square test and univariate analysis). After controlling for potential confounders, stunting was significantly associated with child's age [12-23 months: AOR = 0.35, 95% CI: 0.16-0.76], and monthly household income [ZAR 3000-ZAR 5000: AOR = 0.47, 95% CI: 0.26-0.86]. Despite the few aforementioned socio-demographic and IYCF factors associated with stunting, this study reiterates stunting as the commonest poor nutritional status indicator among children under two years, suggesting the presence of chronic undernutrition in these poverty-stricken informal settlements. A multisectoral approach to address stunting should be context-specific and incorporate tailor-made interventions to promote optimal infant-feeding practices. Conducting future nutrient assessments focusing on children is imperative.

The Effect of Breastfeeding on Food Allergies in Newborns and Infants.

Breastfeeding is the preferred method of infant feeding and its establishment is one of the primary goals for the infant. Allergic diseases are common in childhood, with increased morbidity. Food allergies are also associated with a strong negative impact on health-related quality of life and is a major public health problem. In addition, maternal exclusion of common allergens during pregnancy and/or lactation suggests that supplementation with regular cow's milk formula during the first week of life should be avoided. Breast milk contains many active immune factors, such as cytokines, inflammatory mediators, signaling molecules and soluble receptors, which may also reduce the risk of allergic disease. The prophylactic effects of breastfeeding have been the subject of many studies, some with weak evidence. In this narrative review, we aim to provide an up-to-date account of the effects of prophylactic breastfeeding on food allergy and other common allergies in infants and children up to 5 years of age. Colostrum in particular has been shown to be prophylactic against food allergy. The American Academy of Pediatrics cautions that the relationship between duration of breastfeeding and incidence of food allergy in early childhood is unclear. The protective role of breastfeeding has a positive effect on allergy prevention, which is opposed by the early introduction of solid foods, but larger studies are needed to confirm the evidence. There is evidence that breastfeeding is effective in providing partial protection to infants.

Parental BMI and country classification by Gross National Income are stronger determinants of prospective BMI deterioration compared to perinatal risk factors at pre-adolescence: Feel4Diabetes Study

ObjectivesThis study aimed to evaluate all known risk factors, from perinatal to adolescence and identify those predominantly related with prospective BMI deterioration. MethodsProspective data analysis from the European Feel4Diabetes-study involving 12,211 children from six countries. Details on perinatal and sociodemographic characteristics were collected by parental self-reported questionnaires. Children’s anthropometric data were measured by research personnel. Associations between risk factors and children’s BMI deterioration (i.e increase) from baseline (mean age 8.2 ± 0.98 years) to the 2-year follow-up (10.3 ± 1.0 years) were explored by applying logistic regression analyses. ResultsUnivariate analysis revealed that all known risk factors for early overweight/obesity development, remained dominant in prospective BMI deterioration. When multivariate analysis was applied including additional variables such as parents’ current BMI status, family socio-demographic characteristics and country economic classification based on Gross National Income, most perinatal risk factors were no longer significant. Multivariate analysis revealed that pre-pregnancy maternal overweight/obesity (OR, 95%CI: 2.71, 1.67-4.38), early introduction of solid foods (2.54, 1.21-5.31), parental current BMI status (3.53, 2.17-5.72) and country economic classification (low income: 4.67, 2.20-9.93; under austerity measures: 6.78, 3.18-14.48) were the only parameters associated with higher odds for children’s BMI deterioration from the study baseline to 2-year follow-up after adjusting for children’s gender. ConclusionsThe most predominant risk factors influencing children’s prospective BMI deterioration were parental BMI and country economic classification as compared to perinatal. These findings should guide public health initiatives aiming to tackle the childhood obesity epidemic and social inequalities on a European level.

Effects of early introduction of solid foods on nutrient intake in preterm infants during their 1st year of life: a secondary outcome analysis of a prospective, randomized intervention study.

ClinicalTrials.gov: NCT01809548.

Infant and Young Child Feeding Knowledge among Caregivers of Children Aged between 0 and 24 Months in Seshego Township, Limpopo Province, South Africa

Appropriate infant and young child feeding (IYCF) involves the initiation of breastfeeding within an hour of delivery, exclusive breastfeeding for 6 months, introduction of complementary feeding at 6 months while continuing breastfeeding for 2 years or beyond. Adequate IYCF knowledge among caregivers is associated with improved practices, lowers risk of kids developing malnutrition, infection, morbidity, and mortality. Early introduction of solid foods, mixed feeding, inadequate breastfeeding, and complementary feeding are all prevalent in South Africa. These are related to caregivers' lack of IYCF knowledge. Hence, this study aims to determine the IYCF knowledge level of caregivers of children under 24 months in the semiurban Seshego Township, South Africa. Quantitative and cross-sectional design was applied. A total of 86 caregivers were selected using simple random sampling, which is representative of a target population of 110. Structured questionnaire was utilised to gather data, and analysed through statistical software, using descriptive and inferential statistics. Chi-square test was used to calculate associations at 95% confidence interval, where a p-value of < 0.05 was considered statistically significant. Findings show that 67% of participants had good IYCF knowledge (a score of 81 to 100%) and there was a significant relationship between knowledge and education (p = 0.001). Moreover, 40.7% did not know that exclusive breastfeeding should be up to 6 months, and 90% mentioned that breastmilk protects the child against diseases. Most participants (82.6%) know that complementary feeding should be introduced at 6 months with continuation of breastfeeding. Caregivers know that breastfeeding should begin immediately after birth, and that it protects against diseases. Moreover, they know that solid food should be introduced at 6 months. However, there is still a need to strengthen IYCF education, particularly on exclusive breastfeeding. Interventions to improve IYCF knowledge should be intertwined with improving educational and health literacy on breastfeeding and complementary feeding.

DOP24 Early life exposures and risk for inflammatory bowel disease: a nested case-control study in Quebec, Canada

Abstract Background Early childhood is an important period for the establishment of gut microbiota. Most early life risks or protective factors for inflammatory bowel disease are likely to act through an effect on the gut microbiota. The aim of this study was to estimate the associations between exposures in infancy (birth until 3 years of age) such as breastfeeding, antibiotic treatment, presence of domestic pets, and passive smoking, and the occurrence of inflammatory bowel diseases. Methods This case-control study was nested within the Quebec Birth Cohort on Immunity and Health. Cases and controls were identified among persons born in Quebec in 1970-1974 based on their health services from 1983 to 2014 using validated algorithms. All cases and randomly selected controls were invited to participate in a web or telephone questionnaire. Participation rates were 47% among controls (n=946), and respectively 52% (n=1212) and 55% (n=570) among cases of Crohn’s disease and ulcerative colitis. Logistic regression models were used to estimate adjusted odds ratios (OR) and 95% confidence intervals (CI), separately for Crohn’s disease and ulcerative colitis. Each exposure was analyzed in a multiple regression model adjusted for relevant covariates identified with a directed acyclic graph. Results Adjusting for perinatal and sociodemographic characteristics, the risk for Crohn’s disease or ulcerative colitis did not differ in subjects who were exclusively breastfed compared to non-breastfed subjects. Partial breastfeeding (breastfeeding combined with infant formula) was not associated with Crohn’s disease (OR=1.03, 95% CI: 0.76-1.40), but an increase in the odds of ulcerative colitis (OR=1.40, 95% CI: 0.99-1.99) was observed as compared with no breastfeeding. Early introduction of solid foods was associated with higher odds of Crohn’s disease (introduction at 3-6 months compared with &amp;gt;6 months: OR=1.35; 95% CI: 1.05-1.78), but not of ulcerative colitis (OR=1.06; 95% CI: 0.77-1.46). Antibiotic use and the presence of domestic pets were not associated with either Crohn’s disease or ulcerative colitis. Passive smoking was associated with increased odds of Crohn’s disease (OR=1.23; 95% CI: 1.00-1.51), but not ulcerative colitis (OR=0.96; 95% CI: 0.75-1.22). Conclusion Differences were noticed in early childhood risk factors for Crohn’s disease and ulcerative colitis. Early introduction of solid foods and passive smoking increased the risk of Crohn’s disease, whereas there was a trend of increased risk of ulcerative colitis with partial as compared with no breastfeeding. The results for partial breastfeeding and early introduction of solid foods are novel and will require further investigation.

The clinical and immunological basis of early food introduction in food allergy prevention.

IgE-mediated food allergy has an estimated prevalence of 6%-10% in developed countries. Allergen avoidance has long been the main focus in the prevention of food allergy and late solid food introduction after 6-12 months of age was recommended in high-risk infants. However, the rising prevalence of food allergy despite delayed exposure to allergens and the observations that IgE-mediated sensitization to food products could even occur before the introduction of solid foods resulted in a shift towards early solid food introduction as an attempt to prevent IgE-mediated food allergy. Since then, many trials focused on the clinical outcome of early allergen introduction and overall seem to point to a protective effect on the development of IgE-mediated food allergies. For non-IgE-mediated diseases of food allergy, evidence of early food introduction seems less clear. Moreover, data on the underlying immunological processes in early food introduction is lacking. The goal of this review is to summarize the available data of immunological changes in early food introduction to prevent IgE and non-IgE mediated food allergy.

Ethnic‐specific infant care practices and infant mortality in late Imperial Russia

AbstractThe Russian Empire had the highest infant mortality rate in Europe at the beginning of the twentieth century. Using a variety of official statistical sources and qualitative evidence, this paper documents uniquely high infant mortality among ethnic Russians. In contrast, among other ethnic groups of the empire, infant mortality rates did not exceed those of the European countries by much. The evidence suggests that the explanation for the Russian infant mortality pattern was ethnic‐specific infant care practices, such as the early introduction of solid food, which increased the incidence of lethal gastrointestinal diseases. Our findings highlight the importance of traditional infant feeding practices in mortality in pre‐industrial societies.

A INFLUÊNCIA DO DESMAME PRECOCE NO RISCO DE DESENVOLVIMENTO DA OBESIDADE INFANTIL- REVISÃO SISTEMÁTICA

The growth of childhood obesity in recent years has been a major concern for society and the government. Studies show that shorter duration of breastfeeding and early introduction of solid foods or formulas before 5 months of age have been associated with faster rate of weight gain. This review analyzes, in recent literature, the impact of early weaning on the development of childhood obesity. The results showed an association between breastfeeding duration and exogenous factors such as physical activity, eating habits, area of origin, and obese family members on the nutritional status of the child. It can be concluded from the analyzed studies that the early abandonment of breastfeeding can corroborate the development of childhood obesity (p&lt;0.05). Only 1 article showed no statistical relevance between early weaning and development of childhood overweight. According to the evaluation of methodological quality based on the GRADE system, the articles found were found to be weak, thus indicating the need for more observational studies with greater accuracy and reduction of methodological flaws.

The establishment of the gut microbiota in 1-year-aged infants: from birth to family food

PurposeWith the aim of characterizing the gastrointestinal (GI) microbiota and contextually determine how different prenatal, perinatal, and postnatal factors affected its composition in early childhood, infants were enrolled in a longitudinal-prospective study named “A.MA.MI.” (Alimentazione MAmma e bambino nei primi MIlle giorni; NCT04122612, October 2019).MethodsForty-five fecal samples were collected at 12 months of infants’ age, identified as the 3rd follow-up (T3). The evaluated variables were pre-gestational weight and weight gain during pregnancy, delivery mode, feeding, timing of weaning, and presence/absence of older siblings. Fecal alpha and beta-diversities were analyzed. Noteworthy, to determine the impact of the influencing factors, multivariate analyses were conducted.ResultsAt T3, all prenatal and perinatal variables did not result to be significant whereas, among the postnatal variables, type of milk-feeding and weaning showed the greatest contribution in shaping the microbiota. Although aged 1 year, infants exclusively breastfed until 6 months were mainly colonized by Lactobacillaceae and Enterobacteriaceae. Differently, Bacteroidaceae characterized the microbiota of infants that were never breastfed in an exclusive way. Moreover, although an early introduction of solid foods determined higher values of Faith’s PD, high abundances of Ruminococcaceae and Faecalibacterium mainly associated with infants weaned after the 4th month of age.ConclusionThe microbial colonization during the first year of life is likely affected by a simultaneous effect of multiple variables playing a significant role at different times. Therefore, these data contribute to add evidence concerning the complex multifactorial interaction between GI microbiota and various stimuli affecting infants during the early stages of life.

First Bites-Why, When, and What Solid Foods to Feed Infants.

Humans are the only mammals who feed our young special complementary foods before weaning and we are the only primates that wean our young before they can forage independently. There appears to be a sensitive period in the first several months of life when infants readily accept a wide variety of tastes and this period overlaps with a critical window for oral tolerance. As a result, infants should be exposed to a wide variety of flavors while mother is pregnant, while mother is nursing and beginning at an early age. There also appears to be a sensitive period between 4 and 9 months when infants are most receptive to different food textures. There remains debate about when it is best to begin introducing solid foods into an infant's diet however, the available evidence suggests that provided the water and food supply are free of contamination, and the infant is provided adequate nutrition, there are no clear contraindications to feeding infants complementary foods at any age. There is emerging evidence that introduction of solid foods into an infant's diet by 4 months may increase their willingness to eat a variety of fruits and vegetables later in life, decrease their risk of having feeding problems later in life, and decrease their risk of developing food allergies, and the early introduction of solid foods into an infant's diet does not appear to increase their risk of obesity later in childhood.

Early Life Microbiota Colonization at Six Months of Age: A Transitional Time Point.

BackgroundEarly life gut microbiota is involved in several biological processes, particularly metabolism, immunity, and cognitive neurodevelopment. Perturbation in the infant’s gut microbiota increases the risk for diseases in early and later life, highlighting the importance of understanding the connections between perinatal factors with early life microbial composition. The present research paper is aimed at exploring the prenatal and postnatal factors influencing the infant gut microbiota composition at six months of age.MethodsGut microbiota of infants enrolled in the longitudinal, prospective, observational study “A.MA.MI” (Alimentazione MAmma e bambino nei primi MIlle giorni) was analyzed. We collected and analyzed 61 fecal samples at baseline (meconium, T0); at six months of age (T2), we collected and analyzed 53 fecal samples. Samples were grouped based on maternal and gestational weight factors, type of delivery, type of feeding, time of weaning, and presence/absence of older siblings. Alpha and beta diversities were evaluated to describe microbiota composition. Multivariate analyses were performed to understand the impact of the aforementioned factors on the infant’s microbiota composition at six months of age.ResultsDifferent clustering hypotheses have been tested to evaluate the impact of known metadata factors on the infant microbiota. Neither maternal body mass index nor gestational weight gain was able to determine significant differences in infant microbiota composition six months of age. Concerning the type of feeding, we observed a low alpha diversity in exclusive breastfed infants; conversely, non-exclusively breastfed infants reported an overgrowth of Ruminococcaceae and Flavonifractor. Furthermore, we did not find any statistically significant difference resulting from an early introduction of solid foods (before 4 months of age). Lastly, our sample showed a higher abundance of clostridial patterns in firstborn babies when compared to infants with older siblings in the family.ConclusionOur findings showed that, at this stage of life, there is not a single factor able to affect in a distinct way the infants’ gut microbiota development. Rather, there seems to be a complex multifactorial interaction between maternal and neonatal factors determining a unique microbial niche in the gastrointestinal tract.

Socioeconomic Status and Childhood Obesity: a Review of Literature from the Past Decade to Inform Intervention Research

This is a review of the patterns, conceptualization, and suggested mechanisms underlying the relationship of socioeconomic status (SES) to obesity in childhood and the implications of these data for interventions going forward. Adiposity and SES are negatively associated in high-income countries and positively associated in medium to low-income countries. Several mechanisms, such as early introduction of solid food and parental behaviors, which may explain the association of SES and adiposity, have been identified. Parental education and adiposity and early pediatric nutrition appear to be particularly salient SES-related effectors on adiposity. There is a clear association of SES and adiposity which is affected by population affluence. Evaluation of the relationship of SES and obesity in children are complicated by the complexity of SES and lack of common definition. A number of SES-related interventional targets have been identified. Intervention research should ensure they are addressing SES-associated issues in the study population.

Integration of an interpretable machine learning algorithm to identify early life risk factors of childhood obesity among preterm infants: a prospective birth cohort

BackgroundThe early life risk factors of childhood obesity among preterm infants are unclear and little is known about the influence of the feeding practices. We aimed to identify early life risk factors for childhood overweight/obesity among preterm infants and to determine feeding practices that could modify the identified risk factors.MethodsA total of 338,413 mother-child pairs were enrolled in the Jiaxing Birth Cohort (1999 to 2013), and 2125 eligible singleton preterm born children were included for analyses. We obtained data on health examination, anthropometric measurement, lifestyle, and dietary habits of each participant at their visits to clinics. An interpretable machine learning-based analytic framework was used to identify early life predictors for childhood overweight/obesity, and Poisson regression was used to examine the associations between feeding practices and the identified leading predictor.ResultsOf the eligible 2125 preterm infants (863 [40.6%] girls), 274 (12.9%) developed overweight/obesity at age 4–7 years. We summarized early life variables into 25 features and identified two most important features as predictors for childhood overweight/obesity: trajectory of infant BMI (body mass index) Z-score change during the first year of corrected age and maternal BMI at enrollment. According to the impacts of different BMI Z-score trajectories on the outcome, we classified this feature into the favored and unfavored trajectories. Compared with early introduction of solid foods (≤ 3 months of corrected age), introducing solid foods after 6 months of corrected age was significantly associated with 11% lower risk (risk ratio, 0.89; 95% CI, 0.82 to 0.97) of being in the unfavored trajectory.ConclusionsThe trajectory of BMI Z-score change within the first year of life is the most important predictor for childhood overweight/obesity among preterm infants. Introducing solid foods after 6 months of corrected age is a recommended feeding practice for mitigating the risk of being in the unfavored trajectory.

Socio-cultural Factors Associated with Complementary Feeding in Two Rural Districts in Ghana: A qualitative study involving Health Workers

Aim: This study sought to explore the cultural factors that are associated with complementary feeding from the reports of Community Health Workers (CHWs) and Volunteers (CHVs) in two rural districts in Ghana.&#x0D; Study Design: This was a cross-sectional qualitative study that assessed cultural beliefs, norms, superstitions and practices that influence complementary feeding practices of young children under two years in two rural farming districts in Ghana&#x0D; Study Area: The study was conducted at Kwahu Afram Plains North and South Districts in the Eastern Region of Ghana.&#x0D; Methodology: The study employed qualitative methods which entailed conducting 9 focus group discussions among CHWs and CHVs working at two rural districts in Ghana. The focus group discussions were conducted with the aid of a validated, interview guide, after obtaining informed consent (written) from the health workers. Ethical clearance for the study was obtained from the Institutional Review Boards of the Dodowa Health Research Centre and the University of Cape Coast. Thematic content analytical procedures were applied to analyze the transcripts, interpret and present findings as a narrative account.&#x0D; Results: The reports of the health workers indicate a common practice of early introduction of solid foods to infants before they attain six(6) months of age. Cultural beliefs, superstitions, beliefs, food taboos and prohibitions influence mothers’ complementary-feeding practices and result in limiting the food scope and dietary diversity of their young children.&#x0D; Conclusions: Interventions designed to promote appropriate complementary feeding practices should incorporate an understanding of social context, family, and cultural factors in developing nutrition promotion messages that are tailored to meet the needs of rural populations. More community interventions that draw on the support of key influential persons in the community and fathers are needed to address cultural barriers to appropriate complementary feeding practices.

Integration of Machine-Learning Algorithm to Identify Early Life Risk Factors for Future Overweight or Obesity Among Preterm Infants: A Prospective Birth Cohort

Abstract Objectives To identify early life risk factors for childhood overweight/obesity among preterm infants and to determine feeding practices that could modify the identified risk factors. Methods Jiaxing Birth Cohort is a prospective cohort involving 338,413 mother-child pairs who were enrolled in between 1999 and 2013, of whom 2125 singleton preterm born children with adequate information documented were included in the analyses. Infant and maternal variables were summarized into 25 features. The LightGBM model based on a gradient-boosting framework was used to link input features with future overweight/obesity and a novel unified framework, SHAP (Shapley Additive exPlanations), was used to interpret predictions and identify predictive factors from the summarized features. Poisson regression model was used to examine the association between feeding practices and the identified leading predictive factor. Results Of the eligible 2125 preterm infants, 274 (12.9%) developed overweight/obesity at age 4–7 years. Using an interpretable machine learning-based analytic framework, we identified two most important features as predictors of Childhood overweight/obesity: trajectory of infant BMI Z-score change during the first year of corrected age and maternal BMI at enrollment. The identified features in the model showed similar predictive capacity compared with all features. According to the impacts of different BMI Z-score trajectories on model outputs, we classified this feature into favored and unfavored trajectory. Compared with early introduction of solid foods (≤3 months of corrected age), introducing solid foods after 6 months of corrected age was significantly associated with 11% lower risk (risk ratio, 0.89; 95% CI, 0.82 to 0.97, P &amp;lt; 0.01) of being in the unfavored trajectory. Conclusions Our results suggest that the trajectory of BMI Z-score change within the first year of life is the most important predictor for childhood overweight/obesity among preterm infants. Introducing solid foods after 6 months of corrected age is a recommended feeding practice for mitigating the risk of unfavored trajectories of BMI Z-score change early in life. Funding Sources This study was funded by the Open Project Program of China-Canada Joint Lab of Food Nutrition and Health, Beijing Technology and Business University (BTBU) (KFKT-ZJ-201,801).

Eating behaviors moderate the associations between risk factors in the first 1000 days and adiposity outcomes at 6 years of age

Several risk factors in the first 1000 d are linked with increased obesity risk in later childhood. The role of potentially modifiable eating behaviors in this association is unclear. This study examined whether the association between cumulated risk factors in the first 1000 d and adiposity at 6 y is moderated by eating behaviors. Participants were 302 children from the GUSTO (Growing Up in Singapore Towards healthy Outcomes) cohort. Risk factors included maternal prepregnancy and paternal overweight, excessive gestational weight gain, raised fasting plasma glucose during pregnancy, short breastfeeding duration, and early introduction of solid foods. Composite risk scores reflecting the prevalence and the importance of the risk factors present were computed. Adiposity outcomes were child BMI and sum of skinfolds (SSF), and candidate eating behavior moderators were portion size, eating rate, and energy intake during lunch and in an eating in the absence of hunger task. Higher composite risk score predicted higher BMI z scores (B=0.08; 95% CI: 0.04, 0.13) and larger SSF (0.70 mm; 0.23, 1.18 mm), and was associated with larger self-served food portions (5.03 kcal; 0.47, 9.60 kcal), faster eating rates (0.40 g/min; 0.21, 0.59 g/min), and larger lunch intakes (7.05 kcal; 3.37, 10.74 kcal). Importantly, the association between composite risk score and adiposity was moderated by eating behaviors. The composite risk score was unrelated to SSF in children who selected smaller food portions, ate slower, and consumed less energy, but was positively associated with SSF among children who selected larger food portions, ate faster, and consumed more energy (eating behavior × risk score interactions: P<0.05). The association between risk factors in the first 1000 d and adiposity at 6 y varies by eating behaviors, highlighting modifiable behavioral targets for interventions.This trial was registered at clinicaltrials.gov as NCT01174875.