Body shape trajectories and the incidence of hypertension in a Mediterranean cohort: The sun study

Adverse childhood experiences and perceived body size across the life course: a longitudinal study using data from the Canadian Longitudinal Study on Aging (CLSA)

ABSTRACT

Background

Early life adversity has long-term effects; however, the influence on changes in body size across the life course is not well understood. Objectives of this study were to define trajectories of body size across the life course and to evaluate the association between adverse childhood experiences (ACEs) and perceived life course body size trajectories.

Methods

A longitudinal study using data from the Canadian Longitudinal Study on Aging (CLSA) was conducted (n=11 830). Adults aged 49-93 were asked to recall eight ACEs and their perceived body size at ages 25, 45, 55, 65 and current using pictograms. Body size trajectories were identified using latent class growth mixture modelling. Multinomial logistic regression was used to estimate ORs and 95% CIs for the association between ACEs and perceived body size trajectories. Effect modification by sex was explored.

Results

Six distinct life course body size trajectories were identified: consistently low (9.7%), consistently mid-size (24.7%), moderate increase (37.4%), strong increase (14.7%), decline (4.9%) and consistently high (8.6%). High ACE exposure, compared with none, was associated with increased odds of the strong increase (OR: 1.49; 95% CI: 1.21 to 1.83) and consistently high (OR: 1.36; 95% CI: 1.08 to 1.73) body size trajectories, compared with the moderate-increase trajectory. For females, there was a strong association for those who reported 4-8 ACEs with the consistently high trajectory (OR: 1.70; 95% CI: 1.24 to 2.34) but no association for males (OR: 0.99; 95% CI: 0.69 to 1.41).

Discussion

Distinct patterns of body size throughout the life course exist. ACEs are associated with trajectories that are characterised by obesity incidence in both early and later life.

Life-course trajectories of body mass index and cardiovascular disease risks and health outcomes in adulthood: Systematic review and meta-analysis

OBJECTIVE

This systematic review aimed to assess the effect of life course body mass index (BMI) trajectories (childhood to adulthood) on cardiovascular disease (CVD) risk factors and outcomes.

METHODS

Prospective or retrospective cohort studies were identified that assessed the association of BMI trajectories with CVD risks and outcomes from databases published in English. The pooled effect sizes were estimated using a random-effects model.

FINDINGS

Seventeen eligible studies were included in this systematic review. The results revealed that a persistently overweight trajectory from childhood to adulthood was associated with a higher risk of hypertension (RR: 2.49; 95% CI: 1.9, 3.28) and type 2 diabetes (RR: 4.62; 95% CI: 2.36, 9.04) compared with a trajectory characterized by a normal BMI throughout both childhood and adulthood. Similarly, the risk of hypertension (RR: 2.38; 95% CI: 1.70, 3.33) and type 2 diabetes (RR: 3.66; 95% CI: 2.57, 5.19) was higher in those with normal-to-overweight trajectory compared with participants with a stable normal weight trajectory.

CONCLUSION

The findings suggest that lifetime BMI trajectories may be influential on health outcomes, and preventive strategies should be designed accordingly. Implementing appropriate preventive strategies at all life stages may reduce CVD risks and adverse outcomes later in life.

Body shape trajectories are associated with birth weight, body mass index and sociodemographic conditions in participants of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil): a multiple correspondence analysis

BACKGROUND

Evaluating lifelong weight trajectories is challenging due to the high costs of studies that follow individuals from childhood to adulthood. The use of silhouette scales has been a new approach to assess the body shape trajectory across life as a proxy for body weight trajectory. Depending on body shape trajectories, individuals may be more prone to develop diseases in adulthood. Therefore, identifying factors related to them is essential for public health. This study aimed to evaluate body shape trajectories across the lifespan and to verify associations between them, birth weight, body mass index, and sociodemographic conditions in a Brazilian cohort.

METHODS

This is a cross-sectional analysis conducted with 14,014 participants of first follow-up data collection of Longitudinal Study of Adult Health (ELSA-Brasil). ELSA-Brasil is a multicentric prospective cohort study initiated in 2008 with civil servants of six public institutions in the Northeast, South and Southeast regions of Brazil. We applied a clustering method to longitudinal data to identify body shape trajectories from 5 to 40 years of age and assessed the associations between these trajectories and birth weight, body mass index and sociodemographic conditions (race, education, maternal education and monthly per capita family income) using multiple correspondence analysis.

RESULTS

We found five body shape trajectories for women and three for men. Low birth weight was associated with a slight to moderate increase in shape. High birth weight was associated with maintaining large body size in both sexes and markedly increased body shape in women. Higher sociodemographic status and white race were associated with marked increases in body shape in men and maintenance of medium body shape in women.

CONCLUSIONS

The study shows that variables related to worse lifetime weight status (evaluated by anthropometry), such as presence of obesity, are also associated with worse body shape trajectories, as assessed with silhouette scales. Our results suggest that body shape trajectories are a good indicator of body weight trajectories and may be used when cohort studies are not possible.

The Reliability and Validity of Recalled Body Shape and the Responsiveness of Obesity Classification Based on Recalled Body Shape Among the Chinese Rural Population

Background

The reliability and validity of recalled body shape were unknown in China. This study was conducted to examine the reliability and validity of recalled body shape as well as the responsiveness of obesity classification by recalled body shape among the Chinese rural population.

Methods

A total of 166 people from the Henan rural cohort were enrolled. The Spearman's correlation coefficient (SCC), intraclass correlation coefficient (ICC), and Cronbach's α were calculated to assess the reliability and validity of recalled body shape. Additionally, the receiver operator characteristic curve (ROC) was performed to assess the responsiveness.

Results

The SCC between the twice recalled body shape ranged from 0.383 to 0.578, and the ICC ranged from 0.357 to 0.615. Besides, the Cronbach's α of the recalled body shape questionnaire was 0.845. At the age of 20–70, the SCC between recalled body shape and actual body mass index (BMI) and waist circumference (WC) ranged from 0.563 to 0.699 and 0.409 to 0.661, respectively. Furthermore, above the age of 20, the area under the curve (AUC) of classifying general obesity and abdominal obesity by recalled body shape ranged from 0.833 to 0.960 and 0.686 to 0.870, respectively.

Conclusion

The results indicated that recalled body shape had moderate reliability, validity, and discriminative degree for earlier obesity among the Chinese rural population.

Adult obesity and its complications: a pediatric disease?

PURPOSE OF REVIEW

Approximately 2.6 million people die each year secondary to obesity related diseases. The risk of developing serious comorbidities depends on the age of onset as well as duration of obesity. In this review, we discuss trends in BMI trajectories from early childhood to adulthood with latest evidence on comorbidities in adulthood stemming from pediatric obesity and benefits of early intervention and treatment in childhood obesity.

RECENT FINDINGS

Childhood obesity poses high risk of metabolic and cardiovascular disorders like type 2 diabetes, hypertension, atherosclerosis, coronary artery disease, and some types of cancer in adulthood. Early life obesity also increases risks of developing menstrual irregularities, infertility, and pregnancy complications. Several grave concerns including malignancies, autoimmune disorders, higher asthma morbidity, and psychiatric implications are found to be associated with childhood obesity. Disease outcomes can be transgenerational, causing suboptimal health in children of mothers with obesity. Encouragingly, many risks associated with childhood obesity can be reduced, delayed, or even reversed by early resolution of obesity necessitating close BMI monitoring and treatment early.

SUMMARY

Early identification and aggressive management of childhood obesity is critical in prevention of debilitating comorbidities in adult life.

VIDEO ABSTRACT

http://links.lww.com/COE/A19.

Group‐based trajectory modeling of body mass index and body size over the life course: A scoping review

Background

Group‐based trajectory modeling has been applied to identify distinct trajectories of growth across the life course. Objectives of this study were to describe the methodological approaches for group‐based modeling of growth across the life course and to summarize outcomes across studies.

Methods

A scoping review with a systematic search of Medline, EMBASE, CINAL, and Web of Science was conducted. Studies that used a group‐based procedure to identify trajectories on any statistical software were included. Data were extracted on trajectory methodology, measures of growth, and association with outcomes.

Results

A total of 59 studies were included, and most were published from 2013 to 2020. Body mass index was the most common measure of growth (n = 43). The median number of identified trajectories was 4 (range: 2–9). PROC TRAJ in SAS was used by 33 studies, other procedures used include TRAJ in STATA, lcmm in R, and Mplus. Most studies evaluated associations between growth trajectories and chronic disease outcomes (n = 22).

Conclusions

Group‐based trajectory modeling of growth in adults is emerging in epidemiologic research, with four distinct trajectories observed somewhat consistently from all studies. Understanding life course growth trajectories may provide further insight for population health interventions.

Body shape trajectories and mortality in the Seguimiento universidad de Navarra (SUN) cohort

BACKGROUND AND AIM

The aim of this study was to assess the association between body shape trajectories and all-cause mortality in a Mediterranean cohort.

METHODS AND RESULTS

Using a group-based modeling approach to fit body shape trajectories from the age of 5-40 years, among 11,423 participants from the Spanish SUN cohort, we assessed the subsequent risk of all-cause mortality. To create the trajectories, we used a censored normal model as a polynomial function of age. Cox regression models adjusted for sex, age, years of university education, marital status, smoking status, package-years of smoking, and recruitment period were used to estimate the hazard ratios (HR) for mortality according to each assigned trajectory. Overall, five distinct trajectories were identified: "lean-moderate increase," "medium-moderate increase," "medium-stable," "heavy-medium," and "heavy-moderate increase." During 106,657 person-years of follow-up, we observed 240 deaths. Compared with those who maintained a medium body shape in early and middle life ("medium-stable" trajectory), those who were heavy and had a moderate increase ("heavy-moderate increase" trajectory) showed higher mortality risk [HR = 1.91 (95% confidence interval: 1.14-3.21)]. In contrast, participants who were heavy in early life, and then decreased their body shape during early adulthood, and maintained a medium body shape throughout middle adulthood ("heavy-medium"), tend to exhibit lower mortality risk [HR = 0.60 (0.34-1.05)], similarly to those who were lean at childhood and had a moderate increase during adulthood ("lean-moderate increase") [HR = 0.82 (0.58-1.15)].

CONCLUSION

A moderate increase in body shape among subjects who were already heavy at early life was associated with higher risk of mortality in a Mediterranean cohort of university graduates.