# Advanced low-thermal fortification strategy for dill juice: enhanced bioaccessibility and functional properties through MLP-RSM optimization

**Authors:** Seydi Yıkmış, Aylin Duman Altan, Selinay Demirel, Melikenur Türkol, Nazlı Tokatlı, Nazan Tokatlı Demirok, Moneera O. Aljobair, Emad Karrar, Isam A. Mohamed Ahmed

PMC · DOI: 10.3389/fnut.2025.1650490 · Frontiers in Nutrition · 2025-08-01

## TL;DR

This study shows that combining ultrasound and microwave technologies improves the nutritional and functional properties of dill juice, making it a better alternative to traditional heat treatments.

## Contribution

The novel use of USMW technology with MLP-RSM optimization to enhance dill juice's bioaccessibility and functional properties.

## Key findings

- USMW significantly increased TPC, β-carotene, and chlorophyll levels in dill juice.
- DJ-USMW showed the highest recovery rates in simulated post-digestion bioavailability assessments.
- USMW demonstrated antidiabetic effects by inhibiting α-glucosidase and α-amylase.

## Abstract

In this study, a combination of ultrasound and microwave technologies (USMW) was applied to increase the functional properties of Anethum graveolens L. (dill) juice and the obtained samples were comprehensively evaluated in terms of biofunctionality. Total phenolic content (TPC), β-carotene, total chlorophyll, antioxidant capacity (FRAP) and antidiabetic enzyme inhibition (α-glucosidase, α-amylase) were determined. The optimum process parameters were successfully estimated by Response Surface Methodology (RSM) and Multilayer Perceptron (MLP) models. USMW process increased the extraction of phenolic compounds and carotenoids, providing significant increases in TPC (126.08 mg GAE/100 mL), β-carotene (42.82 mg/100 mL) and chlorophyll (4.42 g/100 mL) levels (*p < 0.05). In the simulated post-digestion bioavailability assessments, the ultrasound and microwave (DJ-USMW) group showed the highest recovery rates. In addition, potential antidiabetic effects were confirmed by the inhibition of α-glucosidase (61.65%) and α-amylase (53.11%). PCA and clustering analyses showed that USMW application significantly separated the samples. The obtained results demonstrate that USMW technology is a sustainable and effective method, especially for the development of functional beverages, as an alternative to traditional heat treatments.

## Linked entities

- **Chemicals:** β-carotene (PubChem CID 573), chlorophyll (PubChem CID 156620228)

## Full-text entities

- **Diseases:** cancer (MESH:D009369), diabetes (MESH:D003920), cardiovascular diseases (MESH:D002318), RSM (MESH:D010534), neurodegenerative diseases (MESH:D019636), inflammatory (MESH:D007249)
- **Chemicals:** p-nitrophenyl-alpha-D-glucopyranoside (MESH:C019502), copper (MESH:D003300), Chrysin (MESH:C043561), water (MESH:D014867), sodium sulfate (MESH:C012036), coumarins (MESH:D003374), acetone (MESH:D000096), naringenin (MESH:C005273), tannins (MESH:D013634), dillapiol (MESH:C498255), reactive oxygen species (MESH:D017382), epicatechin (MESH:D002392), -C (MESH:D002244), quercetin (MESH:D011794), acarbose (MESH:D020909), chlorogenic acid (MESH:D002726), sugar (MESH:D000073893), terpenoid (MESH:D013729), sodium phosphate (MESH:C018279), Trolox (MESH:C010643), methanol (MESH:D000432), 4-hydroxybenzoic acid (MESH:C038193), polyphenols (MESH:D059808), DJ-TP (-), phosphate (MESH:D010710), limonene (MESH:D000077222), fatty acids (MESH:D005227), ascorbate (MESH:D001205), TS (MESH:D014316), hydroxycinnamic acid (MESH:D003373), carvone (MESH:C006923), sodium chloride (MESH:D012965), saponins (MESH:D012503), iron (MESH:D007501), phenolic acid (MESH:C017616), p-coumaric acid (MESH:C495469), naringin (MESH:C005274), flavonoid (MESH:D005419), carotenoid (MESH:D002338), beta-Carotene (MESH:D019207), essential oil (MESH:D009822), estragole (MESH:C007633), amino acids (MESH:D000596), gallic acid (MESH:D005707), oil (MESH:D009821), Chlorophyll (MESH:D002734), hydrogen (MESH:D006859), o-coumaric acid (MESH:C085894)
- **Species:** Homo sapiens (human, species) [taxon 9606], Carica papaya (mamon, species) [taxon 3649], Momordica charantia (balsam pear, species) [taxon 3673], Punica granatum (granado, species) [taxon 22663], Chlorella vulgaris (species) [taxon 3077], watermelon [taxon 260674], Mangifera indica (mango, species) [taxon 29780], Litchi chinensis (litchi, species) [taxon 151069], Anethum graveolens (dill, species) [taxon 40922]
- **Mutations:** D06H
- **Cell lines:** UMAE — Homo sapiens (Human), Age-related macular degeneration, Embryonic stem cell (CVCL_B5RM)

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12354474/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12354474/full.md

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Source: https://tomesphere.com/paper/PMC12354474