Discriminant models of the possibility of genital endometriosis in Ukrainian young women depending on the features of the structure and body size

In: Reports of Morphology · 2025 · vol. 31(1) , pp. 59–65 · doi:10.31393/morphology-journal-2025-31(1)-08 · W4408752713
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Discriminant models incorporating body structure and size features reliably predict genital endometriosis in Ukrainian young women across various somatotypes, with specific anthropometric measurements being key indicators.

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The paper studied whether anthropo-somatotypological features—body structure and body size—can discriminate Ukrainian young women with genital endometriosis from age-matched practically healthy controls, using clinical, laboratory, and anthropometric/somatotype assessments. Among 89 Ukrainian women aged 16–18 with genital endometriosis and 78 practically healthy women from a university data bank, the authors constructed discriminant models and found highly informative predictors of disease occurrence (correct classification ~98.6–100% and Wilks’ Lambda p<0.001), with key components frequently involving body girth and trunk diameter measures, and in some somatotypes also distal epiphyseal width. A major limitation is the study’s relatively small sample and reliance on a comparison group drawn from a pre-existing data bank rather than using a fully matched prospective design. This paper is centrally about endometriosis — it develops discriminant models using somatotype- and anthropometric structure/body-size features to distinguish genital endometriosis in Ukrainian young women.

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Abstract

Endometriosis is one of the most common gynecological pathologies, which can significantly affect the reproductive health of women, including young women. Research into factors that may contribute to its development is important for early identification of risk groups and development of preventive measures. Among the possible predictors, anthropometric characteristics that may reflect the endocrine and metabolic characteristics of the body attract attention. The study of these parameters allows us to assess the potential relationship between somatotype and the likelihood of developing the disease, which may contribute to a personalized approach to prevention. The aim of the study is to construct and analyze discriminant models of the possibility of genital endometriosis in Ukrainian young women without and with somatotype, depending on the features of the structure and body size. Clinical, laboratory and anthropo-somatotypological examination were performed on 89 Ukrainian young women (aged 16 to 18 years) with genital endometriosis. Primary anthropo-somatotypological indicators of 78 practically healthy Ukrainian young women of the same age group were taken from the data bank of the National Pirogov Memorial Medical University, Vinnytsya, Ukraine. Discriminant models of the possibility of the occurrence and features of the course of genital endometriosis, depending on the features of the structure and body size, were constructed in the “Statistica 6.0” license package. It was established that when dividing Ukrainian young women into practically healthy and patients with genital endometriosis both without taking into account the somatotype and in representatives of mesomorphic, ectomorphic and ecto-mesomorphic somatotypes, reliable (p<0.001 in all cases) highly informative (correctness of entry into the models of anthropo-somatotypological indicators is from 98.6 % to 100 % of cases; Wilks' Lambda statistics is from 0.084 to 0.039) discriminant models of the possibility of the occurrence of this disease depending on the features of the body structure and body dimensions. The most common components of the constructed models include: in the group without taking into account the somatotype - girth dimensions of the body and trunk diameters of 33.33 % each; in mesomorphs - girth dimensions of the body 42.86 % and trunk diameters 28.57 %; in ectomorphs – girth dimensions of the body 50.00 %, trunk diameters and width of the distal epiphyses of the long tubular bones of the limbs 25.00 % each; in ecto-mesomorphs – girth dimensions of the body in 100 % of cases.
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Discriminant models of the possibility of genital endometriosis in Ukrainian young women depending on the features of the structure and body size DOI: https://doi.org/10.31393/morphology-journal-2025-31(1)-08Keywords: obstetrics and gynecology, genital endometriosis, anthropometry, somatotype, Ukrainian young women, discriminant analysisAbstract Endometriosis is one of the most common gynecological pathologies, which can significantly affect the reproductive health of women, including young women. Research into factors that may contribute to its development is important for early identification of risk groups and development of preventive measures. Among the possible predictors, anthropometric characteristics that may reflect the endocrine and metabolic characteristics of the body attract attention. The study of these parameters allows us to assess the potential relationship between somatotype and the likelihood of developing the disease, which may contribute to a personalized approach to prevention. The aim of the study is to construct and analyze discriminant models of the possibility of genital endometriosis in Ukrainian young women without and with somatotype, depending on the features of the structure and body size. Clinical, laboratory and anthropo-somatotypological examination were performed on 89 Ukrainian young women (aged 16 to 18 years) with genital endometriosis. Primary anthropo-somatotypological indicators of 78 practically healthy Ukrainian young women of the same age group were taken from the data bank of the National Pirogov Memorial Medical University, Vinnytsya, Ukraine. Discriminant models of the possibility of the occurrence and features of the course of genital endometriosis, depending on the features of the structure and body size, were constructed in the “Statistica 6.0” license package. It was established that when dividing Ukrainian young women into practically healthy and patients with genital endometriosis both without taking into account the somatotype and in representatives of mesomorphic, ectomorphic and ecto-mesomorphic somatotypes, reliable (p<0.001 in all cases) highly informative (correctness of entry into the models of anthropo-somatotypological indicators is from 98.6 % to 100 % of cases; Wilks' Lambda statistics is from 0.084 to 0.039) discriminant models of the possibility of the occurrence of this disease depending on the features of the body structure and body dimensions. The most common components of the constructed models include: in the group without taking into account the somatotype - girth dimensions of the body and trunk diameters of 33.33 % each; in mesomorphs - girth dimensions of the body 42.86 % and trunk diameters 28.57 %; in ectomorphs – girth dimensions of the body 50.00 %, trunk diameters and width of the distal epiphyses of the long tubular bones of the limbs 25.00 % each; in ecto-mesomorphs – girth dimensions of the body in 100 % of cases. Downloads References Aarestrup, J., Jensen, B. W., Ulrich, L. G., Hartwell, D., Trabert, B., & Baker, J. L. (2020). Birth weight, childhood body mass index and height and risks of endometriosis and adenomyosis. Annals of human biology, 47(2), 173-180. doi: 10.1080/03014460.2020.1727011 Aune, D., Rosenblatt, D. N., Chan, D. S. M., Vingeliene, S., Abar, L., Vieira, A. R., ... & Norat, T. (2015). Anthropometric factors and endometrial cancer risk: a systematic review and dose–response meta-analysis of prospective studies. Annals of Oncology, 26(8), 1635-1648. doi: 10.1093/annonc/mdv142 Ávalos Marfil, A., Barranco Castillo, E., Martos García, R., Mendoza Ladrón de Guevara, N., & Mazheika, M. (2021). Epidemiology of endometriosis in Spain and its autonomous communities: a large, nationwide study. International Journal of Environmental Research and Public Health, 18(15), 7861. doi: 10.3390/ijerph18157861 Backonja, U., Hediger, M. L., Chen, Z., Lauver, D. R., Sun, L., Peterson, C. M., & Buck Louis, G. M. (2017). Beyond body mass index: using anthropometric measures and body composition indicators to assess odds of an endometriosis diagnosis. Journal of Women's Health, 26(9), 941-950. doi: 10.1089/jwh.2016.6128 Backonja, U., Louis, G. M. B., & Lauver, D. R. (2016). Overall adiposity, adipose tissue distribution, and endometriosis: a systematic review. Nursing research, 65(2), 151-166. doi: 10.1097/NNR.0000000000000146 Becker, C. M., Bokor, A., Heikinheimo, O., Horne, A., Jansen, F., Kiesel, L., ... & Vermeulen, N. (2022). ESHRE guideline: endometriosis. Human reproduction open, 2022(2), hoac009. doi: 10.1093/hropen/hoac009 Cardoso, J. V., Machado, D. E., Silva, M. C. D., Berardo, P. T., Ferrari, R., Abrão, M. S., & Perini, J. A. (2020). Epidemiological profile of women with endometriosis: a retrospective descriptive study. Revista Brasileira de Saúde Materno Infantil, 20(4), 1057-1067. doi: 10.1590/1806-93042020000400008 Carter, J. L., & Heath, B. H. (1990). Somatotyping – development and applications. Cambridge University Press. Chapron, C., Marcellin, L., Borghese, B., & Santulli, P. (2019). Rethinking mechanisms, diagnosis and management of endometriosis. Nature Reviews Endocrinology, 15(11), 666-682. doi: 10.1038/s41574-019-0245-z Darbà, J., & Marsà, A. (2022). Economic implications of endometriosis: a review. Pharmacoeconomics, 40(12), 1143-1158. doi: 10.1007/s40273-022-01211-0 Eisenberg, V. H., Weil, C., Chodick, G., & Shalev, V. (2018). Epidemiology of endometriosis: a large population‐based database study from a healthcare provider with 2 million members. BJOG: An International Journal of Obstetrics & Gynaecology, 125(1), 55-62. doi: 10.1111/1471-0528.14711 Farland, L. V., Missmer, S. A., Bijon, A., Gusto, G., Gelot, A., Clavel-Chapelon, F., ... & Kvaskoff, M. (2017). Associations among body size across the life course, adult height and endometriosis. Human Reproduction, 32(8), 1732-1742. doi: 10.1093/humrep/dex207 Greene, A. D., Lang, S. A., Kendziorski, J. A., Sroga-Rios, J. M., Herzog, T. J., & Burns, K. A. (2016). Endometriosis: where are we and where are we going?. Reproduction (Cambridge, England), 152(3), R63-R78. doi: 10.1530/REP-16-0052 Holdsworth-Carson, S. J., Dior, U. P., Colgrave, E. M., Healey, M., Montgomery, G. W., Rogers, P. A., & Girling, J. E. (2018). The association of body mass index with endometriosis and disease severity in women with pain. Journal of Endometriosis and Pelvic Pain Disorders, 10(2), 79-87. doi: 10.1177/2284026518773939 Kliemann, N., Ould Ammar, R., Biessy, C., Gicquiau, A., Katzke, V., Kaaks, R., ... & Gunter, M. J. (2022). Metabolically defined body size phenotypes and risk of endometrial cancer in the European prospective investigation into cancer and nutrition (EPIC). Cancer Epidemiology, Biomarkers & Prevention, 31(7), 1359-1367. doi: 10.1158/1055-9965.EPI-22-0160 Koller, D., Pathak, G. A., Wendt, F. R., Tylee, D. S., Levey, D. F., Overstreet, C., ... & Polimanti, R. (2023). Epidemiologic and genetic associations of endometriosis with depression, anxiety, and eating disorders. JAMA network open, 6(1), e2251214. doi: 10.1001/jamanetworkopen.2022.51214 Koninckx, P. R., Ussia, A., Keckstein, J., Wattiez, A., & Adamyan, L. (2016). Epidemiology of subtle, typical, cystic, and deep endometriosis: a systematic review. Gynecological Surgery, 13, 457-467. doi: 10.1007/s10397-016-0970-4 Matiegka, J. (1921). The testing of physical efficiency. Am. J. Phys. Antropol, 2(3), 25-38. doi: 10.1002/ajpa.1330040302 Omiyale, W., Allen, N. E., & Sweetland, S. (2020). Body size, body composition and endometrial cancer risk among postmenopausal women in UK Biobank. International journal of cancer, 147(9), 2405-2415. doi: 10.1002/ijc.33023 Pantelis, A., Machairiotis, N., & Lapatsanis, D. P. (2021). The formidable yet unresolved interplay between endometriosis and obesity. The Scientific World Journal, 2021(1), 6653677. doi: 10.1155/2021/6653677 Parazzini, F., Esposito, G., Tozzi, L., Noli, S., & Bianchi, S. (2017). Epidemiology of endometriosis and its comorbidities. European Journal of Obstetrics & Gynecology and Reproductive Biology, 209, 3-7. doi: 10.1016/j.ejogrb.2016.04.021 Rossi, H. R., Nedelec, R., Jarvelin, M. R., Sebert, S., Uimari, O., & Piltonen, T. T. (2021). Body size during adulthood, but not in childhood, associates with endometriosis, specifically in the peritoneal subtype–population‐based life‐course data from birth to late fertile age. Acta Obstetricia et Gynecologica Scandinavica, 100(7), 1248-1257. doi: 10.1111/aogs.14090 Shafrir, A. L., Farland, L. V., Shah, D. K., Harris, H. R., Kvaskoff, M., Zondervan, K., & Missmer, S. A. (2018). Risk for and consequences of endometriosis: a critical epidemiologic review. Best practice & research Clinical obstetrics & gynaecology, 51, 1-15. doi: 10.1016/j.bpobgyn.2018.06.001 Shaparenko, P. P. (2000). Антропометрія [Anthropometry]. Вінниця: ВДМУ ім. М. І. Пирогова=Vinnytsia: VDMU im. М. І. Pyrogova. Shephard, R. J. (2005). Body composition in biological anthropology. Cambridge University Press, Cambridge, UK; New York. Sponholtz, T. R., Palmer, J. R., Rosenberg, L., Hatch, E. E., Adams-Campbell, L. L., & Wise, L. A. (2016). Body size, metabolic factors, and risk of endometrial cancer in black women. American Journal of Epidemiology, 183(4), 259-268. doi: 10.1093/aje/kwv186 von Theobald, P., Cottenet, J., Iacobelli, S., & Quantin, C. (2016). Epidemiology of endometriosis in France: a large, nation‐wide study based on hospital discharge data. BioMed Research International, 2016(1), 3260952. doi: 10.1155/2016/3260952 Yong, L., & Weiyuan, Z. (2017). Association between body mass index and endometriosis risk: a meta-analysis. Oncotarget, 8(29), 46928-46936. doi: 10.18632/oncotarget.14916.

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