journal article·2026-03-13Open access

A pilot study comparing dental plaque in type 2 diabetes mellitus and healthy individuals - a surface enhanced raman spectroscopy analysis

Astha Bramhecha, Tharani Priya Kalaiyarasan, Pradeep Solete, Malar Piraviperumal, Krithikadatta Jogikalmat, Mukesh Doble

Materials Research Express· Volume 13· Issue 5

Abstract

Abstract Type 2 diabetes mellitus (T2DM) is a prevalent systemic condition known to impact oral health by increasing susceptibility to periodontal diseases. This pilot study aimed to assess the biochemical composition of dental plaque in T2DM patients compared to healthy individuals using Surface Enhanced Raman Spectroscopy (SERS). Twelve subjects (6 diabetic and 6 healthy), matched for age, gender, and body mass index (BMI), were enrolled. Dental plaque samples were collected and analyzed on SERS-active substrates. Peak intensities corresponding to carbohydrates, lipids, amides, and sugars were compared. Statistically significant differences were observed in amide I and II peaks (p < 0.05), suggesting altered protein content in diabetic plaque biofilms. However, differences in lipid (p = 0.06), carbohydrate (p = 0.13), and sugar (p = 0.8) peaks were not significant (marginally exceeding the threshold p value). Further, Fast Fourier Transform (FFT) analysis supported the inferences from Raman studies. FFT analysis indicates that for lipids and sugars the p-values are slightly higher than the threshold value (of p = 0.05), so one could assume that the differences between these for both the groups are also significant. These findings suggest that SERS as a promising tool for characterizing compositional changes in oral biofilms associated with systemic conditions such as T2DM. Larger-scale studies are needed to validate these findings.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Oral microbiology and periodontitis research · Spectroscopy Techniques in Biomedical and Chemical Research · Dental Health and Care Utilization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (66)

Show source-provided references
1. Salivary gland dysfunction markers in type 2 diabetes mellitus patients10.4317/jced.52329 ↗
2. A portable confocal fiber optic Raman spectrometer concept for evaluation of mineral content within enamel tissue
3. A new SERS substrate based on Zn2GeO4 nanostructures for the rapid identification of E. coli and methylene blue10.1016/j.ceramint.2021.07.291 ↗
4. Diabetes mellitus and its influence on oral health: review10.2147/DMSO.S426671 ↗
5. Biochemical characterisation of carious dentine zones using Raman spectroscopy10.1016/j.jdent.2020.103558 ↗
6. Anon · 2025
7. Microbiology of dental plaque biofilms and their role in oral health and caries10.1016/j.cden.2010.03.002 ↗
8. Surface-active exolipids: analysis of absolute chemical structures and biological functions10.1016/0167-7012(95)00109-3 ↗
9. Biofilm formation in staphylococcus implant infections. a review of molecular mechanisms and implications for biofilm-resistant materials10.1016/j.biomaterials.2012.05.031 ↗
10. Pathogenesis and treatment of impaired wound healing in diabetes mellitus: new insights10.1007/s12325-014-0140-x ↗
11. New perspective for probe development assessing salivary biomarkers in periodontal affected diabetic patients10.1016/j.microc.2021.106727 ↗
12. Salivary composition in diabetic patients10.1016/0891-6632(88)90011-6 ↗
13. Effect of periodontal disease on diabetes: systematic review of epidemiologic observational evidence10.1902/jop.2013.1340013 ↗
14. Raman spectroscopic characterisation of non stimulated and stimulated human whole saliva10.1016/j.clispe.2021.100010 ↗
15. Structural and functional salivary disorders in type 2 diabetic patients.
16. Oral microbiota of periodontal health and disease and their changes after nonsurgical periodontal therapy10.1038/s41396-017-0037-1 ↗
17. Investigating microbial (micro)colony heterogeneity by vibrational spectroscopy10.1128/AEM.67.4.1461-1469.2001 ↗
18. Raman spectroscopy of lipids: a review10.1002/jrs.4607) ↗
19. Lipid quantification method using FTIR spectroscopy applied on cancer cell extracts10.1016/j.bbalip.2013.10.010 ↗
20. A decade of vibrational micro-spectroscopy of human cells and tissue (1994-2004)10.1039/b408952a ↗
21. Effects of glycemic control on saliva flow rates and protein composition in non-insulin-dependent diabetes mellitus10.1016/s1079-2104(97)90147-5 ↗
22. Saliva and tooth biofilm bacterial microbiota in adolescents in a low caries community10.1038/s41598-017-06221-z ↗
23. Raman spectra of pyridine adsorbed at a silver electrode10.1016/0009-2614(74)85388-1 ↗
24. The EPS matrix: the ‘house of biofilm cells’10.1128/JB.00858-07 ↗
25. The biofilm matrix10.1038/nrmicro2415 ↗
26. Biofilm matrix proteins10.1128/microbiolspec.MB-0004-2014 ↗
27. Pathophysiology of type 2 diabetes mellitus10.3390/ijms21176275 ↗
28. The FT-IR and Raman spectroscopies as tools for biofilm characterization created by cariogenic streptococci10.3390/ijms21113811 ↗
29. Salivary microbiome variations in type 2 diabetes mellitus patients with different stages of periodontitis10.1186/s12903-024-05135-3 ↗
30. Correlation of salivary glucose level with blood glucose level in diabetes mellitus10.4103/jomfp.JOMFP_222_15 ↗
31. Salivary glucose levels in diabetes mellitus patients: A case–control study10.4103/jomfp.jomfp_15_20 ↗
32. Carbohydrates in pooled dental plaque10.1159/000259783 ↗
33. Microbiota in health and diseases10.1038/s41392-022-00974-4 ↗
34. Circadian etiology of Type 2 diabetes mellitus10.1152/physiol.00003.2018 ↗
35. Definition, classification and diagnosis of diabetes mellitus10.1055/s-0034-1366278 ↗
36. The oral microbiome—an update for oral healthcare professionals10.1038/sj.bdj.2016.865 ↗
37. Advancements in SERS: Revolutionizing biomedical analysis and applications10.7150/ntno.106396 ↗
38. Present and future of surface-enhanced Raman scattering10.1021/acsnano.9b04224 ↗
39. MALDI-TOF mass spectrometry of bacteria10.1002/mas.10003 ↗
40. Oral Health and type 2 diabetes10.1097/maj.0b013e31828bdedf ↗
41. The development and application of SERS-based lateral flow immunochromatography in the field of food safety10.1007/s00604-025-07047-7 ↗
42. Dental plaque as a biofilm and a microbial community - implications for health and disease10.1186/1472-6831-6-S1-S14 ↗
43. Source tracking fecal bacteria in water: a critical review of current methods10.1016/j.jenvman.2004.06.001 ↗
44. Analysis of a marine phototrophic biofilm by confocal laser scanning microscopy using the new image quantification software PHLIP10.1186/1472-6785-6-1 ↗
45. Three-dimensional differentiation of photo-autotrophic biofilm constituents by multi-channel laser scanning microscopy (single-photon and two-photon excitation)10.1016/j.mimet.2003.10.012 ↗
46. Efficient surface enhanced Raman scattering substrates based on complex gold nanostructures formed by annealing sputtered gold thin films10.1016/j.optmat.2021.111488 ↗
47. Surface-enhanced resonance Raman (SERR) spectra of methylene blue adsorbed on a silver electrode10.1021/la034076v ↗
48. Evaluation of cariogenic bacteria10.1055/s-0039-1698309 ↗
49. The bidirectional relationship between periodontal disease and diabetes mellitus-a review10.3390/diagnostics13040681 ↗
50. Oral microbiome: A review of its impact on oral and systemic health10.3390/microorganisms12091797 ↗
51. Community proteomics of a natural microbial biofilm10.1126/science.1109070 ↗
52. Experimental and numerical investigations of surface-enhanced Raman scattering (SERS) sensors for trace mancozeb detection: a step toward the prevention of reproductive disorders caused by this hazardous substance10.1007/s11468-024-02580-2 ↗
53. Saliva: a tool in assessing glucose levels in diabetes mellitus
54. Effect of exo/endogenous prophylaxis dentifrice/drug and cariogenic conditions of patient on molecular property of dental biofilm: synchrotron FTIR spectroscopic study10.3390/pharmaceutics14071355 ↗
55. Oral manifestations: a reliable indicator for undiagnosed diabetes mellitus patients10.1055/s-0042-1755553 ↗
56. SERS: Materials, applications, and the future10.1016/S1369-7021(12)70017-2 ↗
57. Comparison between silver and gold nanoparticles prepared by pulsed laser ablation in distilled water10.1007/s10876-014-0732-2 ↗
58. Application of fluorescently labelled lectins for the visualization and biochemical characterization of polysaccharides in biofilms of Pseudomonas aeruginosa10.1016/s0167-7012(02)00032-5 ↗
59. Field enhancement around metal nanoparticles and nanoshells: a systematic investigation10.1021/jp8060009 ↗
60. Prediction of early childhood caries via spatial-temporal variations of oral Microbiota10.1016/j.chom.2015.08.005 ↗
61. A new, simple approximation for the deconvolution of instrumental broadening in spectroscopic band profiles10.1366/13-07275 ↗
62. The oral microbiome in health and disease10.1016/j.phrs.2012.11.006 ↗
63. Combined use of confocal laser scanning microscopy (CLSM) and Raman microscopy (RM): investigations on EPS-matrix10.1016/j.watres.2008.10.034 ↗
64. Diabetes mellitus related bone metabolism and periodontal disease10.1038/ijos.2015.2 ↗
65. Research progress of surface-enhanced Raman scattering (SERS) technology in food, biomedical, and environmental monitoring10.3390/photonics12080809 ↗
66. Discrimination between drug-resistant and non-resistant human melanoma cell lines by FTIR spectroscopy10.1039/b805223a ↗