Non-invasive identification of melanoma with near-infrared and skin impedance spectroscopy

Skin Research and Technology

Volumn 19, Issue 1, 2013, Pages

  Bodén, Ida ^a   Nyström, Josefina ^b   Lundskog, Bertil ^a   Zazo, Virginia ^a   Geladi, Paul ^b   Lindholm Sethson, Britta ^a   Naredi, Peter ^a  

^a UMEÅ UNIVERSITY   (Sweden)

^b SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

Combination probe; In vivo; NIR; PLS DA classification; Skin cancer

Indexed keywords

CUTANEOUS MALIGNANT MELANOMATA; DIAGNOSTIC ACCURACY; EARLY DIAGNOSIS; IMPEDANCE SPECTROSCOPY; IMPEDANCE SPECTRUM; IN-VIVO; MALIGNANT MELANOMA; MULTIVARIATE TECHNIQUES; NEAR INFRARED; NIR; NON-INVASIVE DIAGNOSIS; SENSITIVITY AND SPECIFICITY; SKIN CANCERS;

DIAGNOSIS; INFRARED DEVICES; ONCOLOGY; SPECTROSCOPY; TUMORS;

DERMATOLOGY;

ARTICLE; CANCER DIAGNOSIS; DYSPLASTIC NEVUS; HISTOPATHOLOGY; HUMAN; HUMAN TISSUE; IMMUNOHISTOCHEMISTRY; IN VIVO STUDY; MAJOR CLINICAL STUDY; MALIGNANT LENTIGO; MELANOMA; NEAR INFRARED SPECTROSCOPY; NON INVASIVE PROCEDURE; SENSITIVITY AND SPECIFICITY; SKIN CONDUCTANCE; SKIN IMPEDANCE SPECTROSCOPY; SKIN TUMOR;

DIAGNOSIS, DIFFERENTIAL; DIELECTRIC SPECTROSCOPY; DYSPLASTIC NEVUS SYNDROME; EARLY DIAGNOSIS; HUMANS; MELANOMA; MODELS, BIOLOGICAL; NEOPLASMS; SENSITIVITY AND SPECIFICITY; SKIN NEOPLASMS; SPECTROSCOPY, NEAR-INFRARED;

EID: 84872137668     PISSN: 0909752X     EISSN: 16000846     Source Type: Journal    
DOI: 10.1111/j.1600-0846.2012.00668.x     Document Type: Article

References (26)

1. Åberg A. Cancer incidence in Sweden 2009. Official Statistics of Sweden - Health and Medical Care 2010; 1:1-104.
2. Lindholm C, Andersson R, Dufmats M, Hansson J, Ingvar C, Moller T, Sjodin H, Stierner U, Wagenius G. Invasive cutaneous malignant melanoma in Sweden, 1990-1999. A prospective, population-based study of survival and prognostic factors. Cancer 2004; 101:2067-2078.
3. Netscher DT, Leong M, Orengo I, Yang D, Berg C, Krishnan B. Cutaneous malignancies: melanoma and nonmelanoma types. Plast Reconstr Surg 2011; 127: 37e-56e.
4. Menzies SW. Cutaneous melanoma: making a clinical diagnosis, present and future. Dermatol Ther 2006; 19: 32-39.
5. Kittler H, Pehamberger H, Wolff K, Binder M. Diagnostic accuracy of dermoscopy. Lancet Oncol 2002; 3: 159-165.
6. McIntosh LM, Summers R, Jackson M, Mantsch HH, Mansfield JR, Howlett M, Crowson AN, Toole JW. Towards non-invasive screening of skin lesions by near-infrared spectroscopy. J Invest Dermatol 2001; 116: 175-181.
7. McIntosh LM, Jackson M, Mantsch HH, Stranc MF, Pilavdzic D, Crowson AN. Infrared spectra of basal cell carcinomas are distinct from non-tumor-bearing skin components. J Invest Dermatol 1999; 112: 951-956.
8. McIntosh L, Jackson M, Mantsch H, Mansfield J, Crowson A, Toole J. Near-infrared spectroscopy for dermatological applications. Vib Spectrosc 2002; 28: 53-58.
9. Salomatina E, Jiang B, Novak J, Yaroslavsky AN. Optical properties of normal and cancerous human skin in the visible and near-infrared spectral range. J Biomed Opt 2006; 11: 064026.
10. Har-Shai Y, Glickman YA, Siller G et al. Electrical impedance scanning for melanoma diagnosis: a validation study. Plast Reconstr Surg 2005; 116: 782-790.
11. Aberg P, Birgersson U, Elsner P, Mohr P, Ollmar S. Electrical impedance spectroscopy and the diagnostic accuracy for malignant melanoma. Exp Dermatol 2011; 20: 648-652.
12. Glickman YA, Filo O, David M, Yayon A, Topaz M, Zamir B, Ginzburg A, Rozenman D, Kenan G. Electrical impedance scanning: a new approach to skin cancer diagnosis. Skin Res Technol 2003; 9: 262-268.
13. Siesler HW, Ozaki Y, Kawata S, Heise HM. Near-infrared spectroscopy principles, instruments, applications. Weinheim: Wiley-VCH verlag GmbH, 2002.
14. Walz D, Berg H, Milazzo G. Bioelectrochemistry of cells and tissues. In: Walz D, Berg H and Milazzo G, eds. Bioelectrochemistry of cells and tissues. Basel: Birkhäuser Verlag; 1995:1-301.
15. Foster KR, Schwan HP. Dielectric properties of tissues and biological materials: a critical review. Crit Rev Biomed Eng 1989; 17: 25-104.
16. Wold S, Esbensen K, Geladi P. Principal component analysis. Chemometr Intell Lab 1987; 2: 37-52.
17. Geladi P, Kowalski BR. Partial least-squares regression - a tutorial. Anal Chim Acta 1986; 185: 1-17.
18. Sjostrom M, Wold S, Soderstrom B. PLS discriminant plots in pattern recognition in practice II. Proceedings of PARC in practice. Amsterdam, Holland: Elsevier Science Publishers B.V; 1986: 461-470.
19. Stahle L, Wold S. Partial least squares analysis with cross-validation for the two-class problem: a Monte Carlo study. J Chemom 1987; 1: 185-196.
20. Wold S, Sjostrom M, Eriksson L. PLS-regression: a basic tool of chemometrics. Chemometr Intell Lab 2001; 58: 109-130.
21. Boden I, Larsson W, Nilsson D, Forssell E, Naredi P, Lindholm-Sethson B. In vivo skin measurements with a novel probe head for simultaneous skin impedance and near-infrared spectroscopy. Skin Res Technol 2011; 17: 494-504.
22. Bodén I, Nilsson D, Naredi P, Lindholm-Sethson B. Characterization of healthy skin using near infrared spectroscopy and skin impedance. Med Biol Eng Comput 2008; 46: 985-995.
23. Whitehouse C, O'Flanagan R, Lindholm-Sethson B, Movaghar B, Nelson A. Application of electrochemical impedance spectroscopy to the study of dioleoyl phosphatidylcholine monolayers on mercury. Langmuir 2004; 20: 136-144.
24. Lindholm-Sethson B, Nystrom J, Geladi P, Koeppe R, Nelson A, Whitehouse C. Are biosensor arrays in one membrane possible? A combination of multifrequency impedance measurements and chemometrics. Anal Bioanal Chem 2003; 377: 478-485.
25. Wikstrom C, Albano C, Eriksson L, Friden H, Johansson E, Nordahl A, Rannar S, Sandberg M, Kettaneh-Wold N, Wold S. Multivariate process and quality monitoring applied to an electrolysis process Part I. Process supervision with multivariate control charts. Chemometr Intell Lab 1998; 42: 221-231.
26. Nystrom J, Lindholm-Sethson B, Geladi P. NOPAPROD non-parametric testing on projections from multivariate data. Applications to near infrared spectroscopy in clinical studies. J Near Infrared Spec 2009; 17: 101-107.