# Evaluation of Plasticiser Levels, Phthalates and Bisphenols in Bahraini Subjects with and Without Type-2 Diabetes

**Authors:** Edwina Brennan, Priya Das, Pearl Wasif, Xianyu F. Wang, Jochen F. Mueller, Chang He, Jean V. Varghese, Alexandra E. Butler, Stephen L. Atkin, Naji Alamuddin

PMC · DOI: 10.3390/jox16010015 · Journal of Xenobiotics · 2026-01-19

## TL;DR

This study examines plasticiser exposure in Bahraini individuals with and without type-2 diabetes, finding differences in phthalate levels influenced by age and BMI.

## Contribution

The study is the first to evaluate plasticiser exposure in Bahrain and reveals altered exposure-response relationships in individuals with type-2 diabetes.

## Key findings

- Mono-n-butyl phthalate (MnBP) levels were higher in individuals with type-2 diabetes.
- Levels of MCPP, MECPP, MEP, and BPS were significantly lower in individuals with type-2 diabetes compared to controls.
- Age and BMI had reversed influences on plasticiser levels in individuals with type-2 diabetes compared to healthy controls.

## Abstract

Background: Plasticisers with endocrine-disrupting potential are ubiquitous and associate with obesity and type-2 diabetes (T2D), with higher levels reported in the Middle East. However, no data exist on plasticiser exposure in Bahrain where T2D affects 15% of the national population. Methods: An observational exploratory study in T2D (n = 60) and controls (n = 96), analysed for 24 h urinary plasticiser levels (liquid chromatography tandem mass spectrometry (LC-MS/MS)). Correlation and generalised linear model (GLM) analyses were employed to examine associations. Results: T2D were older (p < 0.001), had higher body mass index (BMI) (p < 0.001), body weight (p < 0.001) and glycosylated haemoglobin A1c (HbA1c) (p < 0.001). Correlation analysis revealed differences in inter-plasticiser, and plasticiser and biomarker relationships, with loss or reversal in T2D compared to controls. Mono-n-butyl phthalate (MnBP) levels were higher in T2D (p = 0.04); however, regression analysis revealed significant association with age. The GLM analyses demonstrated marked differences in the levels of mono(3-carboxypropyl) phthalate (MCPP), mono(2-ethyl-5-carboxypentyl) phthalate (MECPP), monoethyl phthalate (MEP) and bisphenol S (BPS), with lower levels in T2D versus controls (B = −3.41, p = 0.01; B = −5.28, p < 0.001; B = −8.94, p < 0.001; B = −6.09, p = 0.006, respectively); however, these contrasts appeared to be substantially confounded by BMI and/or age. Positive influence of age and negative influence of BMI when observed across the full dataset were generally reversed in T2D. Levels were complementary to those previously reported for the Middle East. Conclusions: The study indicates the phthalate levels in Bahrain are elevated though complementary to studies of phthalates in the Middle East; within those levels, the study indicates differential exposure–response relationships with plasticisers, influenced by age and BMI, in those with T2D compared to healthy controls.

## Linked entities

- **Chemicals:** bisphenols (PubChem CID 6626), mono-n-butyl phthalate (PubChem CID 8575), mono(3-carboxypropyl) phthalate (PubChem CID 53435014), mono(2-ethyl-5-carboxypentyl) phthalate (PubChem CID 148386), monoethyl phthalate (PubChem CID 75318), bisphenol S (PubChem CID 6626)
- **Diseases:** type-2 diabetes (MONDO:0005148)

## Full-text entities

- **Genes:** PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468] {aka CIMT1, FPLD3, GLM1, NR1C3, PPARG1, PPARG2}, SLC5A2 (solute carrier family 5 member 2) [NCBI Gene 6524] {aka SGLT2}, PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465] {aka NR1C1, PPAR, PPAR-alpha, PPARalpha, hPPAR}, CTSL (cathepsin L) [NCBI Gene 1514] {aka CATL, CTSL1, MEP}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, GUSB (glucuronidase beta) [NCBI Gene 2990] {aka BG, MPS7}, NMRK2 (nicotinamide riboside kinase 2) [NCBI Gene 27231] {aka ITGB1BP3, MIBP, NRK2}
- **Diseases:** gastric irritation (MESH:D013272), T2D (MESH:D003924), obesity (MESH:D009765), fatigue (MESH:D005221), MEHHP (MESH:D020268), nocturia (MESH:D053158), inflammation (MESH:D007249), injury to (MESH:D014947), metabolic syndrome (MESH:D024821), blurring of vision (MESH:D014786), hypertension (MESH:D006973), gout (MESH:D006073), Diabetes (MESH:D003920), polyuria (MESH:D011141), polydipsia (MESH:D059606), insulin resistance (MESH:D007333)
- **Chemicals:** water (MESH:D014867), MEOHP (MESH:C080276), metformin (MESH:D008687), lipid (MESH:D008055), MEP (MESH:C581825), BPA (MESH:C006780), MiNP (MESH:C471400), MnOP (MESH:C041260), acetic acid (MESH:D019342), MBzP (MESH:C103325), DEHP (MESH:D004051), thiazide (MESH:D049971), cholesterol (MESH:D002784), DINP (MESH:C012125), creatinine (MESH:D003404), glucose (MESH:D005947), MEHP (MESH:C016599), 13C (MESH:C000615229), MnBP (MESH:C028577), glucuronides (MESH:D020719), BPS (MESH:C543008), MCPP (-), methanol (MESH:D000432), MMP (MESH:C517284), n-hexane (MESH:C026385), MEHHP (MESH:C479069), Phthalates (MESH:C032279), mono-iso-butyl phthalate (MESH:C575690), BP-AF (MESH:C089739), acetone (MESH:D000096), polymers (MESH:D011108), PVC (MESH:D011143), DBP (MESH:D003993)
- **Species:** Escherichia coli K-12 (strain) [taxon 83333], Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

67 references — full list in the complete paper: https://tomesphere.com/paper/PMC12922153/full.md

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Source: https://tomesphere.com/paper/PMC12922153