Rigorous nationwide population-based cohort study with large sample, long follow-up, and multivariable adjustment demonstrates clear associations between thyroidectomy/thyroid hormone therapy and multiple metabolic outcomes; not practice-changing because it establishes risk rather than testing an intervention to mitigate it.
A narrative review synthesising current understanding of obesity management across non-pharmacological, herbal, approved pharmacological and emerging therapeutic strategies, without presenting new primary data or systematic evidence synthesis.
A cross-sectional study using advanced imaging (HR-pQCT) to detect bone health impairment missed by standard DXA in pediatric ALL survivors; real findings in a limited sample that warrant confirmation in larger, prospective cohorts.
This is a narrative review synthesizing evidence from multiple disease models to generate a mechanistic framework for myosteatosis in T1D; the authors explicitly state direct mechanistic data from T1D skeletal muscle are scarce and the framework is deliberately hypothesis-generating, assembled substantially by inference from T2D, obesity, and ageing models.
A well-designed cross-sectional study in a large rural Chinese population demonstrating a dose-response association between a novel composite dietary-behavioral index and metabolic syndrome, but cross-sectional design precludes causal inference and requires prospective validation.
Single-center retrospective cohort with internal validation only; machine-learning models show promising discrimination but lack external validation and prospective confirmation required to establish clinical utility.
A structured narrative review synthesizing evidence on AI across obesity management pathways, finding limited direct patient-level evidence for AI-specific effects and recommending AI as a clinical augmentation tool pending further validation.
A mechanistically-informed in vitro and animal study showing consistent metabolic and enteroendocrine effects of a specific probiotic strain in diet-induced obesity, but limited to mouse models and requiring confirmation in humans.