# Chemical-enhanced thyroid cell detection using photonic crystal biosensors with phase-change materials

**Authors:** Walaa M. Nouman, Fatma A. Sayed, Arafa H. Aly, S. E.-S. Abd El-Ghany, Samira M. Sallam

PMC · DOI: 10.1039/d5ra09237j · RSC Advances · 2026-02-19

## TL;DR

A new biosensor using phase-change materials can detect thyroid nodules and distinguish between benign and malignant cases without labels.

## Contribution

The key novelty is comparing THz spectra of liquid and lyophilized plasma, where lyophilization enhances contrast and malignant-benign separation.

## Key findings

- The GST-based biosensor achieved a sensitivity of 267 nm RIU−1 and a quality factor of 87.875.
- Lyophilization improves contrast by reducing water masking effects in THz spectra.
- The design enables clear differentiation between malignant and benign thyroid nodules.

## Abstract

This study proposes a one-dimensional defective photonic crystal (1D-DPC) biosensor based on the phase-change material Ge2Sb2Te5 (GST) for label-free detection of thyroid nodules in the visible range. The structure is designed as [(Diamond/Silica)3 GDG (Diamond/Silica)3], where G represents GST layers and D is an air-cavity defect. This design effectively distinguishes between benign and malignant thyroid nodules. The main advantage of GST is its reversible phase transition between amorphous and crystalline states, which changes the material's refractive index and absorption coefficient. By placing two GST buffer layers around the defect, the biosensor's resonance can be actively tuned, leading to higher sensitivity and better spectral selectivity. Transmission spectra were calculated using the transfer matrix method (TMM) in MATLAB for both normal and oblique TE-polarized incidence. Performance metrics—including sensitivity (S), quality factor (Q), and figure of merit (FOM)—were evaluated for both GST phases. At normal incidence and 220 nm defect thickness in the crystalline state, the biosensor achieved a sensitivity of 267 nm RIU−1 and a quality factor of 87.875, enabling clear differentiation between malignant and benign cases. The key novelty is comparing THz spectra of liquid and lyophilized plasma, where lyophilization enhances contrast and malignant-benign separation by reducing water masking effects. The results were compared with previous photonic crystal biosensors, showing that the GST-based design offers superior tunability and diagnostic accuracy due to its unique phase-change properties.

This study proposes a one-dimensional defective photonic crystal (1D-DPC) biosensor based on the phase-change material Ge2Sb2Te5 (GST) for label-free detection of thyroid nodules in the visible range.

## Linked entities

- **Chemicals:** GST (PubChem CID 5288476)

## Full-text entities

- **Genes:** CALCA (calcitonin related polypeptide alpha) [NCBI Gene 796] {aka CALC1, CGRP, CGRP-I, CGRP-alpha, CGRP1, CT}, MIR146B (microRNA 146b) [NCBI Gene 574447] {aka MIRN146B, miRNA146B, mir-146b}
- **Diseases:** fatigue (MESH:D005221), hepatic injury (MESH:D056486), cardiomyopathy (MESH:D009202), hyperthyroid (MESH:D006980), oncogenesis (MESH:D063646), type 2 diabetes (MESH:D003924), autoimmune thyroid diseases (MESH:D013967), thyroid disease (MESH:D013959), Hashimoto's thyroiditis (MESH:D050031), systemic diseases (MESH:D034721), metabolic abnormalities (MESH:D008659), thyroid (MESH:D013966), basal cell carcinoma (MESH:D002280), thyroid cancer (MESH:D013964), Thyroid nodules (MESH:D016606), breast (MESH:D061325), hypothyroid (MESH:D007037), brain damage (MESH:D001925), colorectal, and gastric cancers (MESH:D015179), inflammatory (MESH:D007249), breast, colorectal, and pancreatic (MESH:C537262), metabolic syndrome (MESH:D024821), mental disability (MESH:D001523), congenital hypothyroidism (MESH:D003409), cardiovascular diseases (MESH:D002318), COVID-19 (MESH:D000086382), cancer (MESH:D009369), endocrine malignancy (MESH:D004700)
- **Chemicals:** lipids (MESH:D008055), HF (MESH:D006195), DPC (MESH:C000607942), Water (MESH:D014867), glucose (MESH:D005947), ethanol (MESH:D000431), calcium (MESH:D002118), (Diamond (MESH:D018130), T3 (MESH:D014284), hydrogen (MESH:D006859), SiO2 (MESH:D012822), oxygen (MESH:D010100), silicon (MESH:D012825), 1D (-), graphene (MESH:D006108), T4 (MESH:D013974)
- **Species:** Homo sapiens (human, species) [taxon 9606], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12917951/full.md

## References

72 references — full list in the complete paper: https://tomesphere.com/paper/PMC12917951/full.md

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Source: https://tomesphere.com/paper/PMC12917951