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The Study

Consumption of Ultra-Processed Foods and Metabolic Parameters in Type 2 Diabetes Mellitus: A Cross-Sectional Study

In simple terms

This study looked at what people with diabetes ate and checked their cholesterol levels at the same time. It found that people who ate more ultra-processed foods tended to have higher cholesterol, but it couldn't tell if the food caused the high cholesterol or if people with high cholesterol just happened to eat more of those foods.

44%

Analysis score

44/ 44

Maximum 44 for a cross-sectional study.

Where the score came from

Reporting40
Methodology20
Publication100
Statistical77
Study type (basis of the score)
Cross-Sectional Study
Level 4 - Case series
What’s the bottom line?

This study looked at what people with type 2 diabetes ate and checked their blood numbers to see if eating more packaged, processed foods made their health worse.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Cross-Sectional & Case Series
Level 4
44

44 / 100

Quality score

Snapshots of a population at a single point in time, or descriptions of small groups. Can identify correlations and prevalence, but cannot determine cause and effect.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1A 20–27 mg/dL rise in cholesterol is clinically meaningful—it could increase heart disease risk over time, even if blood sugar stays the same.
  2. 2People who ate the most ultra-processed foods (about 28–46% of their calories) had cholesterol levels 26–27 mg/dL higher and LDL ('bad') cholesterol 20 mg/dL higher than those who ate less.
  3. 3Their blood sugar and weight didn't change.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

International Journal of Environmental Research and Public Health

Year

2025

Authors

Julia Bauer, Fernanda Oliveira Ayala, Aline Marcadenti, Rachel Helena V Machado, Ângela Cristina Bersch-Ferreira, Maria Fernanda Souza Moreira, M. V. Beretta, A. M. P. Feoli, F. Busnello

Open Access
3 citations
Analysis v5

Related Content

Claims (6)

Assertion

About one-quarter of the American diet consists of ultra-processed foods with additives and flavor combinations that alter gut microbiota and lead to metabolic dysfunction.

Mechanistic
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Assertion

In people with type 2 diabetes, eating more ultra-processed foods does not change levels of HbA1c, fasting glucose, body mass index, or waist circumference.

Correlational
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Assertion

In people with type 2 diabetes, eating more ultra-processed foods does not steadily raise or lower cholesterol levels in a straight-line pattern; instead, cholesterol changes differently at certain intake levels.

Correlational
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Assertion

Adults with type 2 diabetes who get 27.9–45.6% of their daily calories from ultra-processed foods have higher total cholesterol and LDL cholesterol levels than those who get less than 19.5% of their calories from these foods, with no difference in blood sugar or body weight.

Correlational
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Assertion

Adults with type 2 diabetes get about 16.4% of their daily calories from ultra-processed foods, which is less than what is seen in other groups, suggesting differences in diet or region affect how much ultra-processed food people consume.

Descriptive
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Assertion

Among adults with type 2 diabetes, those who consume the most ultra-processed foods have higher HDL cholesterol levels compared to those who consume the least, with an average difference of 17.5 mg/dL.

Correlational
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