# A pilot study on a combined non-invasive screening test for metabolic dysfunction-associated steatotic liver disease and type 2 diabetes

**Authors:** Katrin Saenger, Christian Torres Reyes, Oscar Cahyadi, Alanna Ebigbo, Wolfgang Ekkehard Schmidt, Daniel Robert Quast

PMC · DOI: 10.3389/fendo.2026.1780005 · Frontiers in Endocrinology · 2026-02-12

## TL;DR

This study explores combining two non-invasive tests to screen for liver disease and type 2 diabetes, showing promising results for simultaneous diagnosis.

## Contribution

The study introduces a combined non-invasive screening method for MASLD and T2D using a 13C-methionine breath test and OGTT.

## Key findings

- Combining the tests significantly altered 13C-methionine kinetics but not OGTT results.
- Extending breath collection in the combined test yielded similar results to the single test.
- A potential mechanism for the effect is glucose-induced delay of gastric emptying.

## Abstract

Type 2 diabetes (T2D) and metabolic dysfunction-associated steatotic liver disease (MASLD) are increasing globally, with mitochondrial dysfunction being a core component in their development. While a 75g oral glucose tolerance test (OGTT) can be used to diagnose T2D, hepatic metabolic and mitochondrial dysfunction can be assessed using a 13C-methionine breath test (BT). We aimed to evaluate combining these tests for an efficient, non-invasive screening tool.

On three study days, 26 subjects (11 [43.3%] female, 61± 16 years) subjects underwent either an OGTT, a 13C-methionine BT or both tests combined. Diagnostic outcomes of the individual and combined tests were compared using cumulative 13C percentage dose recovered (cPDR), plasma glucose concentrations and Homeostatic Model Assessment (HOMA)-indexes for insulin resistance and beta-cell function.

In the combined test, cPDR90min was significantly lower (cPDR90min 2.3± 0.2% vs. 5.7± 0.5%; p< 0.0001), accompanied by a rightward shift of the 13C-increase towards later time points. When breath collection of the combined test was extended, cPDR145min (5.7± 0.4%) was practically identical to cPDR90min of the single test (p= 0.99). OGTT results, plasma glucose, and HOMA-indexes did not differ significantly between tests.

Combining a 13C-methionine BT with an OGTT significantly impacts 13C-methionine kinetics, but not OGTT results. A potential mechanism includes a glucose-induced delay of gastric emptying. Combined testing may be feasible when time-adjusted measurements are used, potentially allowing simultaneous screening for both T2D and MASLD-associated mitochondrial dysfunction in clinical practice.

## Linked entities

- **Diseases:** Type 2 diabetes (MONDO:0005148), metabolic dysfunction-associated steatotic liver disease (MONDO:0013209)

## Full-text entities

- **Genes:** GGTLC5P (gamma-glutamyltransferase light chain 5 pseudogene) [NCBI Gene 653590] {aka GGT}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, GLP1R (glucagon like peptide 1 receptor) [NCBI Gene 2740] {aka GLP-1, GLP-1-R, GLP-1R}, G6PC1 (glucose-6-phosphatase catalytic subunit 1) [NCBI Gene 2538] {aka G6PC, G6PT, G6Pase, GSD1, GSD1a}, ALPP (alkaline phosphatase, placental) [NCBI Gene 250] {aka ALP, PALP, PLAP, PLAP-1}, GIP (gastric inhibitory polypeptide) [NCBI Gene 2695], CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}
- **Diseases:** inflammation (MESH:D007249), MASLD (MESH:D008107), cirrhosis (MESH:D005355), hepatic metabolic and (MESH:D024821), Hepatic mitochondrial dysfunction (MESH:D028361), Diabetes (MESH:D003920), polyuria (MESH:D011141), prediabetes (MESH:D011236), liver fibrosis (MESH:D008103), Chronic Kidney Disease (MESH:D051436), impaired glucose metabolism (MESH:D044882), MASH (MESH:D005234), nausea (MESH:D009325), Obesity (MESH:D009765), stroke (MESH:D020521), overweight (MESH:D050177), sleepiness (MESH:D000077260), Metabolic diseases (MESH:D008659), somnolence (MESH:D006970), atherosclerosis (MESH:D050197), Arterial hypertension (MESH:D000081029), CKD (MESH:D012080), cardiovascular disease (MESH:D002318), impaired fasting glucose (MESH:D007003), lobular (MESH:D018275), weight loss (MESH:D015431), insulin resistance (MESH:D007333), dizziness (MESH:D004244), T2D (MESH:D003924), adiposity (MESH:D018205), liver toxicity (MESH:D056486), impaired glucose tolerance (MESH:D018149), rib-injuries (MESH:C537613)
- **Chemicals:** methionine (MESH:D008715), bilirubin (MESH:D001663), water (MESH:D014867), 13C (MESH:C000615229), 13C-methionine (-), carbohydrates (MESH:D002241), fatty acid (MESH:D005227), nicotine (MESH:D009538), lipid (MESH:D008055), alcohol (MESH:D000438), Glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606], Brassica oleracea var. italica (asparagus broccoli, varietas) [taxon 36774], Bos taurus (bovine, species) [taxon 9913], Ananas comosus (pineapple, species) [taxon 4615]

## Full text

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## Figures

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## References

37 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935636/full.md

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Source: https://tomesphere.com/paper/PMC12935636