Mass spectrometry imaging reveals alterations in protein and N-glycan molecular signatures in endometriosis tissues

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Mass spectrometry imaging revealed elevated neutrophil defensins, increased fucosylated and branched N-glycans, and potential collagen contributions in endometriosis lesions compared to eutopic endometrium.

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The paper used MALDI mass spectrometry imaging to characterize protein and N-glycan molecular signatures in eutopic endometrium and endometriosis lesions from prospectively collected patient tissues. It found higher relative abundances of neutrophil defensins in regions of endometriosis lesions and observed altered N-glycan profiles, including significantly increased fucosylated N-glycans and shifts toward more highly branched biantennary-to-tri-/tetra-antennary structures in lesions, with co-localization of specific tryptic peptides suggesting extracellular matrix proteins such as collagen. A key limitation stated is that the study provides molecular association and mechanistic clues without establishing causal pathways or pre-operative diagnostic performance. This paper is centrally about endometriosis — it applies MALDI MS imaging to identify protein and N-glycan changes in endometriosis lesions versus eutopic endometrium.

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Abstract

Endometriosis is a gynecological condition characterized by the uncontrolled growth of endometrial-like tissue outside the uterine cavity. Although highly prevalent, the biological mechanisms of endometriosis are poorly understood, and the disease is often misdiagnosed due to the unavailability of pre-operative diagnostic methods. Thus, better characterization of molecular markers of endometriosis is critical to improve our understanding of the disease and management of patients. Here, we used matrix-assisted laser desorption ionization mass spectrometry (MALDI MS) imaging to investigate protein and N-glycan molecular signatures in eutopic endometrium and endometriosis lesions from tissues prospectively collected from patients. MALDI MS imaging of intact proteins revealed neutrophil defensins detected at higher relative abundances in regions of endometriosis lesions, providing evidence that immune/inflammatory processes may be associated with endometriosis. Various alterations in N-glycan molecular profiles were also observed when comparing endometriosis lesions and eutopic endometrium, including a significantly higher detection of fucosylated N-glycans and increased levels of branching from biantennary to tri- and tetra-antennary structures in endometriosis lesions. These results provide evidence that alterations in N-glycosylation machinery are involved in dysregulation of cellular and signaling processes and may contribute to endometriosis development. A co-localization analysis identified several tryptic peptides detected within regions of endometriosis lesions, suggesting extracellular matrix (ECM) proteins such as collagen may contribute to the development of endometriosis lesions. Overall, by characterizing molecular alterations in proteins and N-glycans, the results of this study provide novel insights into potential mechanisms involved in endometriosis pathogenesis. Graphical Abstract Similar content being viewed by others Data availability All data from this study are deposited and available at Dataverse (https://dataverse.org/).

References

Wheeler J. Epidemiology of endometriosis-associated infertility. J Reprod Med. 1989;34(1):41–6. Canis M, Donnez JG, Guzick DS, Halme JK, Rock JA, Schenken RS, et al. Revised American society for reproductive medicine classification of endometriosis: 1996. Fertil Steril. 1997;67(5):817–21. Leyland N, Casper R, Laberge P, Singh SS, Allen L, Arendas K, et al. Endometriosis: diagnosis and management. J Endometr. 2010;2(3):107–34. Simoens S, Dunselman G, Dirksen C, Hummelshoj L, Bokor A, Brandes I, et al. The burden of endometriosis: costs and quality of life of women with endometriosis and treated in referral centres. Hum Reprod. 2012;27(5):1292–9. Chapron C, Marcellin L, Borghese B, Santulli P. Rethinking mechanisms, diagnosis and management of endometriosis. Nat Rev Endocrinol. 2019;15(11):666–82. Hsu AL, Khachikyan I, Stratton P. Invasive and non-invasive methods for the diagnosis of endometriosis. Clin Obstet Gynecol. 2010;53(2):413. Cramer DW, Missmer SA. The epidemiology of endometriosis. Ann N Y Acad Sci. 2002;955(1):11–22. Gajbhiye RK, Montgomery G, Pai MV, Phukan P, Shekhar S, Padte K, et al. Protocol: Protocol for a case–control study investigating the clinical phenotypes and genetic regulation of endometriosis in Indian women: the ECGRI study. BMJ Open. 2021;11(8):e050844. Surrey ES, Soliman AM, Johnson SJ, Davis M, Castelli-Haley J, Snabes MC. Risk of developing comorbidities among women with endometriosis: a retrospective matched cohort study. J Women’s Health. 2018;27(9):1114–23. Teng S-W, Horng H-C, Ho C-H, Yen M-S, Chao H-T, Wang P-H, et al. Women with endometriosis have higher comorbidities: analysis of domestic data in Taiwan. J Chin Med Assoc. 2016;79(11):577–82. Ahn SH, Singh V, Tayade C. Biomarkers in endometriosis: challenges and opportunities. Fertil Steril. 2017;107(3):523–32. Koninckx PR, Ussia A, Adamyan L, Tahlak M, Keckstein J, Martin DC. The epidemiology of endometriosis is poorly known as the pathophysiology and diagnosis are unclear. Best Pract Res Clin Obstet Gynaecol. 2021;71:14–26. Jackson L, Schisterman E, Dey-Rao R, Browne R, Armstrong D. Oxidative stress and endometriosis. Hum Reprod. 2005;20(7):2014–20. García-Gómez E, Vázquez-Martínez ER, Reyes-Mayoral C, Cruz-Orozco OP, Camacho-Arroyo I, Cerbón M. Regulation of inflammation pathways and inflammasome by sex steroid hormones in endometriosis. Front Endocrinol. 2020;10:935. Cacciottola L, Donnez J, Dolmans M-M. Can endometriosis-related oxidative stress pave the way for new treatment targets? Int J Mol Sci. 2021;22(13):7138. Smolarz B, Szyłło K, Romanowicz H. Endometriosis: epidemiology, classification, pathogenesis, treatment and genetics (review of literature). Int J Mol Sci. 2021;22(19):10554. Eisenberg V, Weil C, Chodick G, Shalev V. Epidemiology of endometriosis: a large population-based database study from a healthcare provider with 2 million members. BJOG: Int J Obstetr Gynaecol. 2018;125(1):55–62. Méar L, Com E, Fathallah K, Guillot L, Lavigne R, Guével B, et al. The eutopic endometrium proteome in endometriosis reveals candidate markers and molecular mechanisms of physiopathology. Diagnostics. 2022;12(2):419. Häkkinen MR, Heinosalo T, Saarinen N, Linnanen T, Voutilainen R, Lakka T, et al. Analysis by LC–MS/MS of endogenous steroids from human serum, plasma, endometrium and endometriotic tissue. J Pharm Biomed Anal. 2018;152:165–72. Adamyan LV, Starodubtseva N, Borisova A, Stepanian AA, Chagovets V, Salimova D, et al. Direct mass spectrometry differentiation of ectopic and eutopic endometrium in patients with endometriosis. J Minim Invasive Gynecol. 2018;25(3):426–33. Kasvandik S, Samuel KL, Peters M, Eimre M, Peet ND, Roost AM, et al. Deep quantitative proteomics reveals extensive metabolic reprogramming and cancer-like changes of ectopic endometriotic stromal cells. J Proteome Res. 2016;15(2):572–84. Li J, Gao Y, Guan L, Zhang H, Sun J, Gong X, et al. Discovery of phosphatidic acid, phosphatidylcholine, and phosphatidylserine as biomarkers for early diagnosis of endometriosis. Front Physiol. 2018;9:14. Feider CL, Woody S, Ledet S, Zhang J, Sebastian K, Breen MT, et al. Molecular imaging of endometriosis tissues using desorption electrospray ionization mass spectrometry. Sci Rep. 2019;9(1):1–11. Chagovets V, Wang Z, Kononikhin A, Starodubtseva N, Borisova A, Salimova D, et al. A comparison of tissue spray and lipid extract direct injection electrospray ionization mass spectrometry for the differentiation of eutopic and ectopic endometrial tissues. J Am Soc Mass Spectrom. 2017;29(2):323–30. Chagovets VV, Wang Z, Kononikhin AS, Starodubtseva NL, Borisova A, Salimova D, et al. Endometriosis foci differentiation by rapid lipid profiling using tissue spray ionization and high resolution mass spectrometry. Sci Rep. 2017;7(1):1–10. Kulbe H, Klein O, Wu Z, Taube ET, Kassuhn W, Horst D, et al. Discovery of prognostic markers for early-stage high-grade serous ovarian cancer by MALDI-Imaging. Cancers. 2020;12(8):2000. Mittal P, Klingler-Hoffmann M, Arentz G, Winderbaum L, Kaur G, Anderson L, et al. Annexin A2 and alpha actinin 4 expression correlates with metastatic potential of primary endometrial cancer. Biochim Biophys Acta (BBA)-Proteins Proteomics. 2017;1865(7):846–57. Schwamborn K, Krieg RC, Uhlig S, Ikenberg H, Wellmann A. MALDI imaging as a specific diagnostic tool for routine cervical cytology specimens. Int J Mol Med. 2011;27(3):417–21. Mittal P, Briggs M, Klingler-Hoffmann M, Kaur G, Packer NH, Oehler MK, et al. Altered N-linked glycosylation in endometrial cancer. Anal Bioanal Chem. 2021;413(10):2721–33. Drake RR, Powers TW, Jones EE, Bruner E, Mehta AS, Angel PM. MALDI mass spectrometry imaging of N-linked glycans in cancer tissues. Adv Cancer Res. 2017;134:85–116. Lin M, Eberlin LS, Seeley EH. Reduced hemoglobin signal and improved detection of endogenous proteins in blood-rich tissues for MALDI mass spectrometry imaging. J Am Soc Mass Spectrom. 2022;33(2):296–303. Black AP, Liang H, West CA, Wang M, Herrera HP, Haab BB, et al. A novel mass spectrometry platform for multiplexed N-glycoprotein biomarker discovery from patient biofluids by antibody panel based N-glycan imaging. Anal Chem. 2019;91(13):8429–35. Blaschke CR, Black AP, Mehta AS, Angel PM, Drake RR. Rapid n-glycan profiling of serum and plasma by a novel slide-based imaging mass spectrometry workflow. J Am Soc Mass Spectrom. 2020;31(12):2511–20. Drake RR, McDowell C, West C, David F, Powers TW, Nowling T, et al. Defining the human kidney N-glycome in normal and cancer tissues using MALDI imaging mass spectrometry. J Mass Spectrom. 2020;55(4):e4490. Heijs B, Holst S, Briaire-de Bruijn IH, Van Pelt GW, de Ru AH, van Veelen PA, et al. Multimodal mass spectrometry imaging of N-glycans and proteins from the same tissue section. Anal Chem. 2016;88(15):7745–53. Boyaval F, Van Zeijl R, Dalebout H, Holst S, van Pelt G, Fariña-Sarasqueta A, et al. N-glycomic signature of stage II colorectal cancer and its association with the tumor microenvironment. Mol Cell Proteom. 2021;20:100057. Blaschke CR, Hill EG, Mehta AS, Angel PM, Laronga C, Drake RR. Integrating age, BMI, and serum N-glycans detected by MALDI mass spectrometry to classify suspicious mammogram findings as benign lesions or breast cancer. Sci Rep. 2022;12(1):1–10. Frankenfield AM, Ni J, Ahmed M, Hao L. Protein contaminants matter: building universal protein contaminant libraries for DDA and DIA proteomics. J Proteome Res. 2022;21(9):2104–13. Käll L, Canterbury JD, Weston J, Noble WS, MacCoss MJ. Semi-supervised learning for peptide identification from shotgun proteomics datasets. Nat Methods. 2007;4(11):923–5. Angel PM, Mehta A, Norris-Caneda K, Drake RR. MALDI imaging mass spectrometry of N-glycans and tryptic peptides from the same formalin-fixed, paraffin-embedded tissue section. Tissue Proteomics: Springer; 2017;225-41. Seeley EH. Maximizing data coverage through eight sequential mass spectrometry images of a single tissue section. J Am Soc Mass Spectrom. 2025. Eberlin LS, Gabay M, Fan AC, Gouw AM, Tibshirani RJ, Felsher DW, et al. Alteration of the lipid profile in lymphomas induced by MYC overexpression. Proc Natl Acad Sci. 2014;111(29):10450–5. Storey JD, Tibshirani R. Statistical significance for genomewide studies. Proc Natl Acad Sci. 2003;100(16):9440–5. Reyzer ML, Caprioli RM. MALDI-MS-based imaging of small molecules and proteins in tissues. Curr Opin Chem Biol. 2007;11(1):29–35. Abramiuk M, Grywalska E, Małkowska P, Sierawska O, Hrynkiewicz R, Niedźwiedzka-Rystwej P. The role of the immune system in the development of endometriosis. Cells. 2022;11(13):2028. Kobayashi H, Higashiura Y, Shigetomi H, Kajihara H. Pathogenesis of endometriosis: the role of initial infection and subsequent sterile inflammation. Mol Med Rep. 2014;9(1):9–15. Berbic M, Ng C, Fraser I. Inflammation and endometrial bleeding. Climacteric. 2014;17(sup2):47–53. Milewski Ł, Dziunycz P, Barcz E, Radomski D, Roszkowski PI, Korczak-Kowalska G, et al. Increased levels of human neutrophil peptides 1, 2, and 3 in peritoneal fluid of patients with endometriosis: association with neutrophils, T cells and IL-8. J Reprod Immunol. 2011;91(1–2):64–70. Rujchanarong D, Scott D, Park Y, Brown S, Mehta AS, Drake R, et al. Metabolic links to socioeconomic stresses uniquely affecting ancestry in normal breast tissue at risk for breast cancer. Front Oncol. 2022;12:876651. Varma R, Rollason T, Gupta JK, Maher ER. Endometriosis and the neoplastic process. Reproduction. 2004;127(3):293–304. Vicente-Munoz S, Morcillo I, Puchades-Carrasco L, Payá V, Pellicer A, Pineda-Lucena A. Pathophysiologic processes have an impact on the plasma metabolomic signature of endometriosis patients. Fertil Steril. 2016;106(7):1733–41. Ščupáková K, Adelaja OT, Balluff B, Ayyappan V, Tressler CM, Jenkinson NM, et al. Clinical importance of high-mannose, fucosylated, and complex N-glycans in breast cancer metastasis. JCI insight. 2021;6(24):e146945. Li J, Hsu H-C, Mountz JD, Allen JG. Unmasking fucosylation: from cell adhesion to immune system regulation and diseases. Cell Chem Biol. 2018;25(5):499–512. Shah M, Telang S, Raval G, Shah P, Patel PS. Serum fucosylation changes in oral cancer and oral precancerous conditions: α-L-fucosidase as a marker. Cancer. 2008;113(2):336–46. Adachi M, Nasu K, Tsuno A, Yuge A, Kawano Y, Narahara H. Attachment to extracellular matrices is enhanced in human endometriotic stromal cells: a possible mechanism underlying the pathogenesis of endometriosis. Eur J Obstetr Gynecol Reprod Biol. 2011;155(1):85–8. Janša V, Klančič T, Pušić M, Klein M, VrtačnikBokal E, Ban Frangež H, et al. Proteomic analysis of peritoneal fluid identified COMP and TGFBI as new candidate biomarkers for endometriosis. Sci Rep. 2021;11(1):1–14. Hull ML, Escareno CR, Godsland JM, Doig JR, Johnson CM, Phillips SC, et al. Endometrial-peritoneal interactions during endometriotic lesion establishment. Am J Pathol. 2008;173(3):700–15. Arora S, Gordon J, Hook M. Collagen binding proteins of gram-positive pathogens. Front Microbiol. 2021;12:628798.

Acknowledgements

Bruker Daltonics is acknowledged for loan of the RapifleX MALDI TOF/TOF mass spectrometer at the Mass Spectrometry Imaging Facility at UT Austin. We thank Dr. Clara Feider for her advice and expertise. Dr. Mary King and Dr. Michael Keating are acknowledged for their assistance with data analysis. We are thankful for Brooke Lasher, Elizabeth Davis, Hitakshi Modi, and Stephanie Nutt for their assistance with sample collection procedures. Funding This research was supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) (R01 HD101560-03) and the Cancer Prevention and Research Institute of Texas (CPRIT, Grant No. RP190617). Author information Authors and Affiliations Contributions M.L., M.T.B., and L.S.E. initiated the project and planned experiments. M.L. and E.H.S. performed experiments. M.L. processed and analyzed the data and generated figures. S.L. performed pathological evaluation of tissues. C.S. and M.T.B. obtained the tissue samples. M.L. and L.S.E. wrote the paper with input and edits from other authors. All authors read and approved the final paper. Corresponding author Ethics declarations Ethics approval This study was performed under approved IRB protocols at UT Austin (protocol #2017080087) and Baylor College of Medicine (protocol #H-50480). Conflict of interest The authors declare no competing interests. Additional information Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Supplementary Information Below is the link to the electronic supplementary material. Rights and permissions Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. About this article Cite this article Lin, M., Seeley, E.H., Ledet, S. et al. Mass spectrometry imaging reveals alterations in protein and N-glycan molecular signatures in endometriosis tissues. Anal Bioanal Chem 417, 4133–4145 (2025). https://doi.org/10.1007/s00216-025-05930-z Received: Revised: Accepted: Published: Version of record: Issue date: DOI: https://doi.org/10.1007/s00216-025-05930-z

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Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis Endometriosis

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