Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches

HL Nguena Nguefack, MG Pagé, J Katz… - Clinical …, 2020 - Taylor & Francis
Trajectory modelling techniques have been developed to determine subgroups within a
given population and are increasingly used to better understand intra-and inter-individual …

[HTML][HTML] An overview of mixture modelling for latent evolutions in longitudinal data: Modelling approaches, fit statistics and software

G van der Nest, VL Passos, MJJM Candel… - Advances in Life Course …, 2020 - Elsevier
The use of finite mixture modelling (FMM) is becoming increasingly popular for the analysis
of longitudinal repeated measures data. FMMs assist in identifying latent classes following …

Biomarker changes during 20 years preceding Alzheimer's disease

J Jia, Y Ning, M Chen, S Wang, H Yang… - … England Journal of …, 2024 - Mass Medical Soc
Background Biomarker changes that occur in the period between normal cognition and the
diagnosis of sporadic Alzheimer's disease have not been extensively investigated in …

The GRoLTS-checklist: guidelines for reporting on latent trajectory studies

R Van De Schoot, M Sijbrandij, SD Winter… - … Equation Modeling: A …, 2017 - Taylor & Francis
Estimating models within the mixture model framework, like latent growth mixture modeling
(LGMM) or latent class growth analysis (LCGA), involves making various decisions …

Hyperglycemia and Adverse Pregnancy Outcome Follow-up Study (HAPO FUS): maternal glycemia and childhood glucose metabolism

DM Scholtens, A Kuang, LP Lowe, J Hamilton… - Diabetes …, 2019 - Am Diabetes Assoc
OBJECTIVE This study examined associations of maternal glycemia during pregnancy with
childhood glucose outcomes in the Hyperglycemia and Adverse Pregnancy Outcome …

Effects of gut microbiota manipulation by antibiotics on host metabolism in obese humans: a randomized double-blind placebo-controlled trial

D Reijnders, GH Goossens, GDA Hermes, EPJG Neis… - Cell metabolism, 2016 - cell.com
The gut microbiota has been implicated in obesity and cardiometabolic diseases, although
evidence in humans is scarce. We investigated how gut microbiota manipulation by …

Distinct child-to-adult body mass index trajectories are associated with different levels of adult cardiometabolic risk

MJ Buscot, RJ Thomson, M Juonala… - European heart …, 2018 - academic.oup.com
Aims The relationship between life-course body mass index (BMI) trajectories and adult risk
for cardiovascular disease (CVD) is poorly described. In a longitudinal cohort, we describe …

Second rate or a second chance? Assessing biomass and biodiversity recovery in regenerating Amazonian forests

GD Lennox, TA Gardner, JR Thomson… - Global Change …, 2018 - Wiley Online Library
Secondary forests (SFs) regenerating on previously deforested land account for large,
expanding areas of tropical forest cover. Given that tropical forests rank among Earth's most …

A data-driven approach in an unbiased sample reveals equivalent sex ratio of autism spectrum disorder–associated impairment in early childhood

CA Burrows, RL Grzadzinski, K Donovan… - Biological …, 2022 - Elsevier
Background Sex differences in the prevalence of neurodevelopmental disorders are
particularly evident in autism spectrum disorder (ASD). Heterogeneous symptom …

Subjective cognitive decline and stage 2 of Alzheimer disease in patients from memory centers

F Jessen, S Wolfsgruber, L Kleineindam… - Alzheimer's & …, 2023 - Wiley Online Library
Introduction It is uncertain whether subjective cognitive decline (SCD) in individuals who
seek medical help serves the identification of the initial symptomatic stage 2 of the …