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The Study

NAFLD-related SNPs are linked to changes in liver fat, as measured by the CAP score, and serum lipids in response to a 3-week sugar-sweetened beverage intervention: a pilot study

In simple terms

This study looked at 15 people who drank sugary drinks for 3 weeks and checked if their genes affected how much fat built up in their liver. It found a few tiny links, but they could’ve just been luck. It’s like noticing that kids with blue socks got better at math — it doesn’t mean blue socks help you learn.

65%

Analysis score

65/ 90

Maximum 90 for a randomized controlled trial.

Where the score came from

Reporting40
Methodology33
Publication100
Statistical100
Study type (basis of the score)
Randomized Controlled Trial
Level 1b - Individual RCT
What’s the bottom line?

Scientists gave 15 healthy young people soda with lots of fructose for 3 weeks to see if their genes affected how their liver stored fat or changed blood fats.

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
Randomized Trials
Level 1b
65

65 / 100

Quality score

Participants are randomly assigned to treatment or control groups, minimizing bias. The gold standard for testing whether an intervention causes an effect.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1The changes were small, not consistent after accounting for age and body type, and didn't prove soda caused liver fat changes in healthy people.
  2. 2People with a certain gene (rs1227756-AA) started with more liver fat (234 vs 188 CAP units).
  3. 3Another gene (rs2228603-T) linked to bigger drops in liver fat (−23 vs −18 units), but only before adjusting for age and weight.
  4. 4T-allele carriers of two other genes had higher HDL and lower triglycerides after soda, opposite of what was expected.

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

Publication

Journal

Food & Function

Year

2026

Authors

F. Jeyaraj, Sai Sravani Vennam, Kendra L. Nelson, K. Watts, Lydia R. Goss, B. Nance, Baba B. Mass, V. S. Voruganti

Open Access
Analysis v5

Related Content

Claims (6)

Assertion

When people consume too much fructose from food, the liver converts it into fats called triglycerides and remnant lipoproteins, which lead to an increase in visceral fat.

Mechanistic
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Assertion

Young Caucasian adults with the rs1227756-A allele in the COL13A1 gene have higher liver fat levels measured by CAP score than those with the GG genotype.

Correlational
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Assertion

In young Caucasian adults, a specific genetic variant called rs1260326-T is linked to higher levels of HDL cholesterol after consuming high-fructose beverages for three weeks, compared to individuals with the CC genotype.

Correlational
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Assertion

In young, healthy Caucasian adults with normal liver fat, drinking high-fructose beverages for three weeks did not change liver fat, body composition, or blood lipid levels.

Descriptive
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Assertion

In young Caucasian adults, people with the rs58542926-T allele in the TM6SF2 gene have lower serum triglyceride levels after consuming high-fructose beverages for three weeks compared to those with the CC genotype.

Correlational
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Assertion

In young Caucasian adults, individuals with the rs2228603-T allele in the NCAN gene experience a larger decrease in liver fat after consuming high-fructose beverages for three weeks, compared to those with the CC genotype, but this difference is not significant when accounting for age, sex, and body composition.

Correlational
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