Examination of cervical swabs of patients with endometriosis using Fourier transform infrared spectroscopy

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Fourier transform infrared spectroscopy of cervical swabs revealed increased lipids and proteins in advanced endometriosis and altered carbohydrates in early stages compared to controls.

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This prospective case–control study evaluated whether Fourier transform infrared spectroscopy (FTIR) of cervical swabs could discriminate women with endometriosis from controls, using 20 participants (aged 18–45) undergoing laparoscopy and stratified into stage I–II (n=3) and stage III–IV (n=5) endometriosis groups plus a control group without visible lesions (n=5). Cervical swabs were taken pre-operatively, FTIR spectra were generated, and chemometric analyses (principal component analysis and hierarchical clustering) were performed on the fingerprint region (1750–850 cm−1). The authors reported significant increases in lipid- and protein-associated peaks (1450 and 1405 cm−1) in stage III–IV versus controls, and a lower nucleic acid/carbohydrate ratio in stage I–II, suggesting carbohydrate-level alterations. A major limitation explicitly reflected in the study design is the small final sample size after analysis (only 13 usable spectra total). This paper is centrally about endometriosis — using FTIR spectral profiling of cervical swabs to test a non-invasive diagnostic approach for different endometriosis stages.

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Abstract

Purpose There is no established non-invasive method to diagnose patients with endometriosis. As a nondestructive type of radiation, infrared light might be used for discrimination by causing vibration of the covalent bonds of the molecules when absorbed by the tissues. The aim of the study was to test whether cervical swab can be used to diagnose women with endometriosis using Fourier transform infrared spectroscopy (FTIR).

Methods

In this prospective case–control study, women between 18–45 years old and undergoing laparoscopy due to various reasons were recruited (n = 20). According to the findings during laparoscopy, patients were stratified as stage I–II or stage III–IV endometriosis groups. Women lacking any visible lesions of endometriosis were recruited as controls. A cervical swab was taken from all patients just before the surgical procedure and pulled into a tube containing saline solution. FTIR spectra were obtained and the fingerprint region (1750–850 cm−1) was used for analyses.

Results

Finally, three samples in stage I–II, five samples in stage III–IV and five samples in the control group were analyzed. Hierarchical cluster analysis and principal component analysis were performed as the chemometric method. A total of ten observable peaks were detected in the absorbance spectra of samples. The peaks at 1450 and 1405 cm−1 originating from lipids and proteins significantly increased in the stage III–IV endometriosis group when compared with controls. In addition, nucleic acid/carbohydrate ratio was significantly lower in the stage I–II group indicating that the alteration of the carbohydrate level might be important.

Conclusions

Examination of cervical swab with FTIR spectroscopy might be a proper candidate for a non-invasive diagnostic approach of endometriosis. Similar content being viewed by others

References

Sangi-Haghpeykar H, Poindexter AN 3rd (1995) Epidemiology of endometriosis among parous women. Obstet Gynecol 85(6):983–992. https://doi.org/10.1016/0029-7844(95)00074-2 Chatman DL, Ward AB (1982) Endometriosis in adolescents. J Reprod Med 27(3):156–160 Missmer SA, Hankinson SE, Spiegelman D, Barbieri RL, Marshall LM, Hunter DJ (2004) Incidence of laparoscopically confirmed endometriosis by demographic, anthropometric, and lifestyle factors. Am J Epidemiol 160(8):784–796. https://doi.org/10.1093/aje/kwh275 Moore J, Copley S, Morris J, Lindsell D, Golding S, Kennedy S (2002) A systematic review of the accuracy of ultrasound in the diagnosis of endometriosis. Ultrasound Obstet Gynecol 20(6):630–634. https://doi.org/10.1046/j.1469-0705.2002.00862.x Magrina JF (2002) Complications of laparoscopic surgery. Clin Obstet Gynecol 45(2):469–480 Chang BS, Pinkus GS, Cibas ES (2006) Exfoliated endometrial cell clusters in cervical cytologic preparations are derived from endometrial stroma and glands. Am J Clin Pathol 125(1):77–81 Zucker PK, Kasdon EJ, Feldstein ML (1985) The validity of Pap smear parameters as predictors of endometrial pathology in menopausal women. Cancer 56(9):2256–2263 Takata K, Suganuma N, Wada H, Takeuchi K, Kitamura K, Kanayama N (2005) Human chorionic gonadotropin in cervical fluid as a predictor of miscarriage. Fertil Steril 84(3):687–691. https://doi.org/10.1016/j.fertnstert.2005.02.044 Trimble CL, Kauderer J, Zaino R, Silverberg S, Lim PC, Burke JJ 2nd, Alberts D, Curtin J (2006) Concurrent endometrial carcinoma in women with a biopsy diagnosis of atypical endometrial hyperplasia: a Gynecologic Oncology Group study. Cancer 106(4):812–819. https://doi.org/10.1002/cncr.21650 Attar E, Bulun SE (2006) Aromatase inhibitors: the next generation of therapeutics for endometriosis? Fertil Steril 85(5):1307–1318. https://doi.org/10.1016/j.fertnstert.2005.09.064 Igci N, Sharafi P, Demiralp DO, Demiralp CO, Yuce A, Emre SD (2017) Application of Fourier transform infrared spectroscopy to biomolecular profiling of cultured fibroblast cells from Gaucher disease patients: a preliminary investigation. Adv Clin Exp Med 26(7):1053–1061. https://doi.org/10.17219/acem/65784 Adiguzel Y, Haris PI, Severcan F (2012) Screening of proteins in cells and tissues by vibrational spectroscopy. In: Vibrational spectroscopy in diagnosis and screening. In: Severcan F, Haris PI (eds). 1 edn. IOS Press, pp 53-108 Cheung KT, Trevisan J, Kelly JG, Ashton KM, Stringfellow HF, Taylor SE, Singh MN, Martin-Hirsch PL, Martin FL (2011) Fourier-transform infrared spectroscopy discriminates a spectral signature of endometriosis independent of inter-individual variation. Anal 136(10):2047–2055. https://doi.org/10.1039/c0an00972e El-Tawil SG, Adnan R, Muhamed ZN, Othman NH (2008) Comparative study between Pap smear cytology and FTIR spectroscopy: a new tool for screening for cervical cancer. Pathology 40(6):600–603. https://doi.org/10.1080/00313020802320622 Gajjar K, Ahmadzai AA, Valasoulis G, Trevisan J, Founta C, Nasioutziki M, Loufopoulos A, Kyrgiou M, Stasinou SM, Karakitsos P, Paraskevaidis E, Da Gama-Rose B, Martin-Hirsch PL, Martin FL (2014) Histology verification demonstrates that biospectroscopy analysis of cervical cytology identifies underlying disease more accurately than conventional screening: removing the confounder of discordance. PLoS One 9(1):e82416. https://doi.org/10.1371/journal.pone.0082416 Purandare NC, Trevisan J, Patel II, Gajjar K, Mitchell AL, Theophilou G, Valasoulis G, Martin M, von Bunau G, Kyrgiou M, Paraskevaidis E, Martin-Hirsch PL, Prendiville WJ, Martin FL (2013) Exploiting biospectroscopy as a novel screening tool for cervical cancer: towards a framework to validate its accuracy in a routine clinical setting. Bioanalysis 5(21):2697–2711. https://doi.org/10.4155/bio.13.233 Wood BR, Quinn MA, Burden FR, McNaughton D (1996) An investigation into FTIR spectroscopy as a biodiagnostic tool for cervical cancer. Biospectroscopy 2:143–153 rASRM, (1997) Revised American Society for Reproductive Medicine classification of endometriosis: 1996. Fertil Steril 67(5):817–821 Helfer GA, Bock F, Marder L, Furtado JC, Costa AB, Ferrão MF (2015) Chemostat: Exploratory multivariate data analysis software. Quim Nova 38(4):575–579 Boydston-White S, Gopen T, Houser S, Bargonetti J, Diem M (1999) Infrared spectroscopy of human tissue. V. Infrared spectroscopic studies of myeloid leukemia (ML-1) cells at different phases of the cell cycle. Biospectroscopy 5 (4):219–227. doi:10.1002/(SICI)1520-6343(1999)5:4%3c219::AID-BSPY2%3e3.0.CO;2-O Meade AD, Lyng FM, Knief P, Byrne HJ (2007) Growth substrate induced functional changes elucidated by FTIR and Raman spectroscopy in in-vitro cultured human keratinocytes. Anal Bioanal Chem 387(5):1717–1728. https://doi.org/10.1007/s00216-006-0876-5 Movasaghi Z, Rehman S, Rehman I (2008) Fourier Transform Infrared (FTIR) Spectroscopy of biological tissues. Appl Spectrosc Rev 43:134–179 Severcan F, Akkas SB, Turker S, Yucel R (2012) Methodological approaches from experimental to computational analysis in vibrational spectroscopy and microspectroscopy. In: Severcan F, Haris PI (eds) Vibrational spectroscopy in diagnosis and screening. 1 edn. IOS Press, p 53‒108 Severcan F, Bozkurt O, Gurbanov R, Gorgulu G (2010) FT-IR spectroscopy in diagnosis of diabetes in rat animal model. J Biophotonics 3(8–9):621–631. https://doi.org/10.1002/jbio.201000016 Toyran N, Lasch P, Naumann D, Turan B, Severcan F (2006) Early alterations in myocardia and vessels of the diabetic rat heart: an FTIR microspectroscopic study. Biochem J 397(3):427–436. https://doi.org/10.1042/BJ20060171 Rehman IU, Movasaghi Z, Rehman S (2012) Vibrational spectroscopy for tissue analysis. 1 edn. CRC Press, Boca Raton Barth A (2007) Infrared spectroscopy of proteins. Biochem Biophys Acta 1767(9):1073–1101. https://doi.org/10.1016/j.bbabio.2007.06.004 Li J, Gao Y, Guan L, Zhang H, Sun J, Gong X, Li D, Chen P, Ma Z, Liang X, Huang M, Bi H (2018) Discovery of phosphatidic acid, phosphatidylcholine, and phosphatidylserine as biomarkers for early diagnosis of endometriosis. Front Physiol 9:14. https://doi.org/10.3389/fphys.2018.00014 Chagovets VV, Wang Z, Kononikhin AS, Starodubtseva NL, Borisova A, Salimova D, Popov IA, Kozachenko AV, Chingin K, Chen H, Frankevich VE, Adamyan LV, Sukhikh GT (2017) Endometriosis foci differentiation by rapid lipid profiling using tissue spray ionization and high resolution mass spectrometry. Sci Rep 7:2546. https://doi.org/10.1038/s41598-017-02708-x Bellisola G, Sorio C (2012) Infrared spectroscopy and microscopy in cancer research and diagnosis. Am J Cancer Res 2(1):1–21 Hahn H, Pallua JD, Pezzei C, Huck-Pezzei V, Bonn GK, Huck CW (2010) Infrared-spectroscopy: a non-invasive tool for medical diagnostics and drug analysis. Curr Med Chem 17(26):2956–2966 Acknowledgments This study was supported by Hacettepe University Research Projects (Project Number: 6028). Author information Authors and Affiliations Contributions GB: Project development, data collection, manuscript writing. NI: protocol development, data management, data analysis. PC: data collection, manuscript writing. BA: protocol development, data management, data analysis. DOD: project development, data analysis, manuscript writing. SM: data analysis, manuscript writing. HY: data collection, manuscript writing/editing. Corresponding author Ethics declarations Conflict of interest Authors state that there is no conflict of interest. Additional information Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Electronic supplementary material Below is the link to the electronic supplementary material. Rights and permissions About this article Cite this article Bozdag, G., Igci, N., Calis, P. et al. Examination of cervical swabs of patients with endometriosis using Fourier transform infrared spectroscopy. Arch Gynecol Obstet 299, 1501–1508 (2019). https://doi.org/10.1007/s00404-019-05105-z Received: Accepted: Published: Version of record: Issue date: DOI: https://doi.org/10.1007/s00404-019-05105-z

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Condition tags

mesh:D004715endometriosis

MeSH descriptors

Cervix Uteri Endometriosis Spectroscopy, Fourier Transform Infrared Adult Cervix Uteri Endometriosis Female Humans Prospective Studies Spectroscopy, Fourier Transform Infrared

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