Noninvasive diagnosis of type 2 diabetes mellitus by hair analysis using laser-induced breakdown spectroscopy (LIBS)

References

• Zimmet, P. Z.; Magliano, D. J.; Herman, W. H.; Shaw, J. E. Diabetes: A 21st Century Challenge. Lancet Diabetes Endocrinol. 2014, 2, 56–64. DOI: 10.1016/S2213-8587(13)70112-8.
   PubMed Web of Science ®Google Scholar
• Chen, L.; Magliano, D. J.; Zimmet, P. Z. The Worldwide Epidemiology of Type 2 Diabetes Mellitus-Present and Future Perspectives. Nat. Rev. Endocrinol. 2011, 8, 228–236. DOI: 10.1038/nrendo.2011.183.
   PubMed Web of Science ®Google Scholar
• Vashist, S. K. Non-Invasive Glucose Monitoring Technology in Diabetes Management: A Review. Anal. Chim. Acta 2012, 750, 16–27. DOI: 10.1016/j.aca.2012.03.043.
   PubMed Web of Science ®Google Scholar
• Zhang, P.; Zhang, X.; Brown, J.; Vistisen, D.; Sicree, R.; Shaw, J.; Nichols, G. Global Healthcare Expenditure on Diabetes for 2010 and 2030, Diabetes Res. Clin. Pract. 2010, 87, 293–301. DOI: 10.1016/j.diabres.2010.01.026.
   Google Scholar
• Wild, S.; Roglic, G.; Green, A.; Sicree, R.; King, H. Global Prevalence of Diabetes: estimates for the Year 2000 and Projections for 2030. Diabetes Care 2004, 27, 1047–1053. DOI: 10.2337/diacare.27.5.1047.
   PubMed Web of Science ®Google Scholar
• Saeedi, P.; Petersohn, I.; Salpea, P.; Malanda, B.; Karuranga, S.; Unwin, N.; Colagiuri, S.; Guariguata, L.; Motala, A. A.; Ogurtsova, K.; IDF Diabetes Atlas Committee; et al. Global and Regional Diabetes Prevalence Estimates for 2019 and Projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9th Edition. Diabetes Res. Clin. Pract. 2019, 157, 107843. DOI: 10.1016/j.diabres.2019.107843.
   PubMed Web of Science ®Google Scholar
• Thomas, M. C.; Forbes, J. M.; MacIsaac, R.; Jerums, G.; Cooper, M. E. Low-Molecular Weight Advanced Glycation End Products: Markers of Tissue AGE Accumulation and More? Ann. N. Y. Acad. Sci. 2005, 1043, 644–654. DOI: 10.1196/annals.1333.073.
   PubMed Web of Science ®Google Scholar
• Wróbel, K.; Wróbel, K.; Garay-Sevilla, M. E.; Nava, L. E.; Malacara, J. M. Novel Analytical Approach to Monitoring Advanced Glycosylation End Products in Human Serum with on-Line Spectrophotometric and Spectrofluorometric Detection in a Flow System. Clin. Chem. 1997, 43, 1563–1569. DOI: 10.1093/clinchem/43.9.1563.
   PubMed Web of Science ®Google Scholar
• Wu, J. T. Review of Diabetes: identification of Markers for Early Detection, Glycemic Control, and Monitoring Clinical Complications. J. Clin. Lab. Anal. 1993, 7, 293–300. DOI: 10.1002/jcla.1860070510.
   PubMed Web of Science ®Google Scholar
• Mooradian, A. D.; Failla, M.; Hoogwerf, B.; Maryniuk, M.; Wylie-Rosett, J. Selected Vitamins and Minerals in Diabetes. Diabetes Care 1994, 17, 464–479. DOI: 10.2337/diacare.17.5.464.
   PubMed Web of Science ®Google Scholar
• Chen, M. D.; Lin, P. Y.; Tsou, C. T.; Wang, J. J.; Lin, W. H. Selected Metals Status in Patients with Noninsulin-Dependent Diabetes Mellitus. Biol. Trace Elem. Res. 1995, 50, 119–124. DOI: 10.1007/BF02789414.
   PubMed Web of Science ®Google Scholar
• Taneja, S. K.; Mahajan, M.; Gupta, S.; Singh, K. P. Assessment of Copper and Zinc Status in Hair and Urine of Young Women Descendants of NIDDM Parents. Biol. Trace Elem. Res. 1998, 62, 255–264. DOI: 10.1007/BF02783975.
   PubMed Web of Science ®Google Scholar
• Skalnaya, M. G.; Demidov, V. A. Hair Trace Element Contents in Women with Obesityand Type 2 Diabetes. J. Trace Elem. Med. Biol. 2007, 21, 59–61. DOI: 10.1016/j.jtemb.2007.09.019.
   PubMed Web of Science ®Google Scholar
• Kazi, T. G.; Afridi, H. I.; Kazi, N.; Jamali, M. K.; Arain, M. B.; Jalbani, N.; Kandhro, G. A. Copper, Chromium, Manganese, Iron, Nickel, and Zinc Levels in Biological Samples of Diabetes Mellitus Patients. Biol Trace Elem Res 2008, 122, 1–18. DOI: 10.1007/s12011-007-8062-y.
   PubMed Web of Science ®Google Scholar
• Viktorinova, A.; Toserova, E.; Krizko, M.; Durackova, Z. Altered Metabolism of Copper, Zinc, and Magnesium is Associated with Increased Levels of Glycated Hemoglobin in Patients with Diabetes Mellitus. Metabolism 2009, 58, 1477–1482. DOI: 10.1016/j.metabol.2009.04.035.
   PubMed Web of Science ®Google Scholar
• Wiernsperger, N.; Rapin, J. R. Trace Elements in Glucometabolic Disorders: An Update. Diabetol. Metab. Syndr. 2010, 2, 70–79. DOI: 10.1186/1758-5996-2-70.
   PubMed Web of Science ®Google Scholar
• Basaki, M.; Saeb, M.; Nazifi, S.; Shamsaei, A. Zinc, Copper, Iron, and Chromium Concentrations in Young Patients with Type 2 Diabetes Mellitus. Biol. Trace Elem. Res. 2012, 148, 161–164. DOI: 10.1007/s12011-012-9360-6.
   PubMed Web of Science ®Google Scholar
• Hotta, Y.; Fujino, R.; Kimura, O.; Endo, T. Essential and Non-Essential Elements in Scalp Hair of Diabetics: Correlations with Glycated Hemoglobin (HbA1c). Biol. Pharmaceut. Bull. 2018, 41, 1034–1039. DOI: 10.1248/bpb.b18-00029.
   PubMed Web of Science ®Google Scholar
• Gauri, L. A.; Fatima, Q.; Pansari, A. K.; Saksena, H. C. A Preliminary Study of Glycosylation of Hair in Diabetes Mellitus. J. Indian Med. Assoc. 1994, 92, 293–295.
   PubMedGoogle Scholar
• James, V. J.; Yue, D. K.; McLennan, S. V. Changes in the Molecular Structure of Hair in Insulin-Dependent Diabetes. Biochem. Biophys. Res. Commun. 1997, 233, 76–80. DOI: 10.1006/bbrc.1997.6405.
   PubMed Web of Science ®Google Scholar
• Mahamid, M.; Abu-Elhija, O.; Samamra, M.; Mahamid, A.; Nseir, W. Association between Vitamin D Levels and Alopecia Areata. Isr. Med. Assoc. J. 2014, 16, 367–370.
   PubMed Web of Science ®Google Scholar
• Wu, S.; Li, W. Q.; Han, J.; Sun, Q.; Qureshi, A. A. Hypercholesterolemia and Risk of Incident Psoriasis and Psoriatic Arthritis in US Women. Arthritis Rheumatol. 2014, 66, 304–310. DOI: 10.1002/art.38227.
   PubMed Web of Science ®Google Scholar
• Miranda, J. J.; Taype-Rondan, A.; Tapia, J. C.; Gastanadui-Gonzalez, M. G.; Roman-Carpio, R. Hair Follicle Characteristics as Early Marker of Type 2 Diabetes. Med. Hypotheses 2016, 95, 39–44. DOI: 10.1016/j.mehy.2016.08.009.
   PubMed Web of Science ®Google Scholar
• El Sayed, M. H.; Abdallah, M. A.; Aly, D. G.; Khater, N. H. Association of Metabolic Syndrome with Female Pattern Hair Loss in Women: A case-control study. Int. J. Dermatol. 2016, 55, 1131–1137. DOI: 10.1111/ijd.13303.
   PubMed Web of Science ®Google Scholar
• Chen, H.; Tan, C.; Lin, Z.; Wu, T. The Diagnostics of Diabetes Mellitus Based on Ensemble Modeling and Hair/Urine Element Level Analysis. Comput. Biol. Med. 2014, 50, 70–75. DOI: 10.1016/j.compbiomed.2014.04.012.
   PubMed Web of Science ®Google Scholar
• Cherni, I.; Ghalila, H.; Hamzaoui, S.; Rachdi, I.; Daoued, F. Simple and Fast Diagnosis of Osteoporosis Based on UV–Visible Hair Fluorescence Spectroscopy. Appl. Opt. 2020, 59, 6774–6780. DOI: 10.1364/AO.393646.
   PubMed Web of Science ®Google Scholar
• Lakshmi Priya, M. D.; Geetha, A. Level of Trace Elements (Copper, Zinc, Magnesium and Selenium) and Toxic Elements (Lead and Mercury) in the Hair and Nail of Children with Autism. Biol. Trace Elem. Res. 2011, 142, 148–158. DOI: 10.1007/s12011-010-8766-2.
   PubMed Web of Science ®Google Scholar
• Bahreini, M.; Ashrafkhani, B.; Tavassoli, S. H. Discrimination of Patients with Diabetes Mellitus and Healthy Subjects Based on Laser-Induced Breakdown Spectroscopy of Their Fingernails. J. Biomed. Opt. 2013, 18, 107006. DOI: 10.1117/1.JBO.18.10.107006.
   PubMed Web of Science ®Google Scholar
• Nouir, R.; Cherni, I.; Ghalila, H.; Hamzaoui, S. Early Diagnosis of Dental Pathologies by Front Face Fluorescence (FFF) and Laser-Induced Breakdown Spectroscopy (LIBS) with Principal Component Analysis (PCA). Instrument. Sci. Technol. 2022, 50, 1–16. press. DOI: 10.1080/10739149.2021.2024845.
   Web of Science ®Google Scholar
• Hamzaoui, S.; Khleifia, R.; Jaïdane, N.; Ben Lakhdar, Z. Quantitative Analysis of Pathological Nails Using Laser-Induced Breakdown Spectroscopy (LIBS) Technique. Lasers Med. Sci. 2011, 26, 79–83. DOI: 10.1007/s10103-010-0821-x.
   PubMed Web of Science ®Google Scholar
• Cherni, I.; Ghalila, H.; Hamzaoui, S.; Rachdi, I.; Daoued, F.; Jaidane, N. Diagnosis of Osteoporosis by UV-Visible Fluorescence of Hair in Relation to Calcium Deficiency Assessed by the LIBS Technique. OSA Continuum 2021, 4, 2053–2059. DOI: 10.1364/OSAC.430740.
   Web of Science ®Google Scholar
• Apostoli, P. Elements in Environmental and Occupational Medicine. J. Chromatogr. B Analyt. Technol. Biomed. Life Sci. 2002, 778, 63–97. DOI: 10.1016/s0378-4347(01)00442-x.
   PubMed Web of Science ®Google Scholar
• Petzke, K. J.; Fuller, B. T.; Metges, C. C. Advance in Natural Stable Isotope Ratio Analysis of Human Hair to Determine Nutritional and Metabolic Status. Curr. Opin. Clin. Metab. Care 2010, 13, 532–540. DOI: 10.1097/MCO.0b013e32833c3c84.
   PubMed Web of Science ®Google Scholar
• Wołowiec, P.; Michalak, I.; Chojnacka, K.; Mikulewicz, M. Hair Analysis in Health Assessment. Clin. Chim. Acta 2013, 419, 139–171. DOI: 10.1016/j.cca.2013.02.001.
   PubMed Web of Science ®Google Scholar
• Cherni, I.; Nouir, R.; Ghalila, H.; Somaï, M.; Daoued, F.; Zohra, A.; Hamzaoui, S.; Boussema, F.; Jaidane, N. A Non-Invasive and Rapid Diagnosis of Type 2 Diabetes Mellitus Based on the Analysis of Hair by Front Face Fluorescence Spectroscopy (FFFS). Biomed. Opt. Express 2022, 61, 4022–4029. DOI: 10.1364/BOE.454245.
   Google Scholar
• American Diabetes Association. 2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes-2021. Diabetes Care 2021, 44, S15–S33. DOI: 10.2337/dc21-S002.
   PubMed Web of Science ®Google Scholar
• American Diabetes Association 6. Glycemic Targets: Standards of Medical Care in Diabetes-2021. Diabetes Care 2021, 44, S73–S84. DOI: 10.2337/dc21-S006.
   PubMed Web of Science ®Google Scholar
• American Diabetes Association 10. Cardiovascular Disease and Risk Management: Standards of Medical Care in Diabetes-2021. Diabetes Care 2021, 44, S125–S150. DOI: 10.2337/dc21-S010.
   PubMed Web of Science ®Google Scholar
• American Diabetes Association 11. Microvascular Complications and Foot Care: Standards of Medical Care in Diabetes-2019. Diabetes Care 2019, 42, S124–S138. DOI: 10.2337/dc19-S011.
   PubMed Web of Science ®Google Scholar
• Park, S. B.; Choi, S. W.; Nam, A. Y. Hair Tissue Mineral Analysis and Metabolic Syndrome. Biol. Trace Elem. Res. 2009, 130, 218–228. DOI: 10.1007/s12011-009-8336-7.
   PubMed Web of Science ®Google Scholar
• Hotta, Y.; Fujino, R.; Kimura, O.; Fujii, Y.; Haraguchi, K.; Endo, T. Assessment of Diabetics by the Quantification of Essential Elements and Stable Isotope Ratios of Carbon and Nitrogen in Scalp Hair. Obes. Med. 2019, 15, 100106. DOI: 10.1016/j.obmed.2019.100106.
   Google Scholar