Humans

Nutrient deficiencies raise metabolic risk in obesity

In patients with obesity, vitamin D, vitamin B12, and prior underweight showed the greatest metabolic hazards, with median hazard ratios of 3.09, 2.49, and 2.23.

Nutrients

In a study of U.S. patients with obesity from the TriNetX electronic health records network, researchers tracked how nutritional deficiencies correlate with metabolic disorders. The team assessed deficiencies in vitamin D, vitamin B12, calcium, magnesium, and protein, as well as prior underweight status. They matched cohorts using propensity scores and tracked outcomes including severe obesity, diabetes, metabolic syndrome, and steatotic liver diseases. Vitamin D deficiency was the most prevalent at 10.6%, followed by protein deficiency at 8.9% and calcium deficiency at 7.5%. Incidence rates of protein, calcium, magnesium, and B12 deficiencies were highest in adults aged 70 and older. Deficiencies in vitamin D and B12, along with prior underweight status, were associated with the highest risks across metabolic outcomes, particularly for progression to severe obesity, prediabetes, and liver disease.

Why it matters

Older adults aged 70 and older experienced the highest incidence of several micronutrient and protein deficiencies alongside obesity. These concurrent nutritional deficits highlight how the double burden of malnutrition may accelerate age-related metabolic dysregulation.

Caveats

The investigation relied on retrospective observational electronic health record data, preventing causal conclusions. Furthermore, absolute risk differences for calcium, magnesium, and protein deficiencies remained under 1%, indicating limited clinical relevance despite statistical significance.

The paper

Enhanced Metabolic Risks in Patients with Obesity and Nutritional Deficiencies in the U.S.: A TriNetX Study

The University of Texas Medical Branch at Galveston

Nutrients · 14 Sep 2026 · CC BY

doi.org/10.3390/nu18183005PubMed 42796988