PREDICTIVE CLINICAL AND LABORATORY ASPECTS OF THE RELATIONSHIP BETWEEN THE CONCENTRATIONS OF IRON, TRANSFERRIN AND FERRITIN IN BLOOD SERUM

DOI: https://doi.org/10.29296/24999490-2023-03-03

E.D. Namiot(1), G.D. Morozova(1, 2), A.R. Sadykov(3), A.A. Logvinenko(4), V.V. Yurasov(3), A.V. Skalny(1, 5)
1-I.M. Sechenov First Moscow State Medical University (Sechenov University), Trubetskaya str. 8/2, Moscow, 119991, Russian Federation;
2-Golikov Research Center of Toxicology, Bekhtereva str. 1, St. Petersburg, 192019, Russian Federation;
3-Laboratory of metabolomic diagnostics, Starokaluzhskoe sh. 63, Moscow, 117630, Russian Federation;
4-Private healthcare institution «Central clinical hospital «RZD-Medicine», Volokolamskoe sh., 84, Moscow, 125367, Russian Federation;
5-Peoples Friendship University of Russia, Mikluho-Maklaya str. 6, Moscow, 117198, Russian Federation

Introduction. Assessment of the status of iron at the individual and population level is an urgent task. However, the interpretation of the results is associated with a number of difficulties. The inflammatory process, disorders of carbohydrate metabolism and other non-specific reactions of the body make it difficult to adequately characterize the status of iron. A change in serum iron levels may be a predictor of the development of deficiency or excess of ferritin and transferrin. Conversely, ferritin and transferrin can act as predictors of iron deficiency or excess. Purpose of the study. The purpose of the study was to identify the prognostic significance of the determination of iron, ferritin and transferrin in serum. Material and methods. The study was performed on the basis of a database of laboratory analyzes taken in the course of laboratory practice. Ferritin, transferrin, and iron were measured in blood serum. The total number of laboratory tests for ferritin, transferrin, iron in serum was 4292. To assess the deficiency or excess of the analyzed analytes, we use the ROC curve model, which is widely used to determine the diagnostic value of new markers. In the present study, this is an attempt to indirectly assess iron metabolism in general, based on a minimum number of laboratory tests. Results. Serum iron concentration may be a predictor of ferritin deficiency or excess. As well as feritin can be a predictor in the assessment of iron concentration. Here we have identified a strong gender dependence. The threshold values, which we calculated as the coefficient of the maximum values of the product of sensitivity and specificity, differ in men and women by more than seven times. For transferrin, we can predict an excess, but we cannot detect a deficiency. We can also predict iron deficiency based on transferrin values. Conclusion. In our work, we show the possibility of a relationship between the content of iron, ferritin and transferrin in the blood serum, which, according to the results of laboratory tests, goes beyond the reference values.
Keywords: 
iron, ferritin, transferrin, predictors, ROC-curve model

Список литературы: 
  1. Daru J., Colman K., Stanworth S., De La Salle B., Wood E., Pasricha S. Serum ferritin as an indicator of iron status: what do we need to know? The American Journal of Clinical Nutrition. 2017; 6: 1634–9. DOI: 10.3945/ajcn.117.155960
  2. Sandnes M., Ulvik R.J., Vorland M., Reikvam H. Hyperferritinemia–a clinical overview. J. of Clinical Medicine. 2021; 10 (9). DOI: 10.3390/jcm10092008
  3. Khan M.J., Gerasimidis K., Edwards C.A., Shaikh M.G. Role of gut microbiota in the aetiology of obesity: proposed mechanisms and review of the literature. J. of obesity. 2016. DOI: 10.1155/2016/7353642
  4. Alam F., Memon A.S., Fatima S.S. Increased body mass index may lead to hyperferritinemia irrespective of body iron stores. Pakistan J. of medical sciences. 2015; 31 (6): 15–21. DOI: 10.12669/pjms.316.7724
  5. Dai Kim J., Lim D.M., Park K.Y., Park S.E., Rhee E.J., Park C.Y., Lee W.Y., Oh K. W. Serum Transferrin Predicts New-Onset Type 2 Diabetes in Koreans: A 4-Year Retrospective Longitudinal Study. Endocrinology and Metabolism. 2020; 35 (3): 610–7. DOI: 10.3803/EnM.2020.721
  6. Prinsen B.H., DE SAIN-VAN DER M.G., Kaysen G.A., Straver H.W., VAN RIJN H.J., Stellaard F., Berger R., Rabelink T.J. Transferrin synthesis is increased in nephrotic patients insufficiently to replace urinary losses. J. of the American Society of Nephrology. 2001; 12 (5): 1017–25. DOI: 10.1681/ASN.V1251017
  7. Vaziri N.D. Erythropoietin and transferrin metabolism in nephrotic syndrome. American J. of kidney diseases. 2001; 38 (1): 1–8. DOI: 10.1053/ajkd.2001.25174
  8. Borini P., Guimarães R.C. Liver synthesis function in chronic asymptomatic or oligosymptomatic alcoholics: correlation with other liver tests. Revista do Hospital das Clinicas. 1999; 54: 97–102. DOI: 10.1590/s0041-87811999000300006
  9. Peyrin-Biroulet L., Williet N., Cacoub P. Guidelines on the diagnosis and treatment of iron deficiency across indications: a systematic review. The American journal of clinical nutrition. 2015; 102 (6): 1585–94. DOI: 10.3945/ajcn.114.103366
  10. Григорьев С.Г, Лобзин Ю.В, Скрипченко Н.В. Роль и место логистической регрессии и ROC-анализа в решении медицинских диагностических задач. Журнал инфектологии. 2016; 8 (4): 36–45. [Grigoriev S.G., Lobzin Yu.V., Skripchenko N.V. The role and place of logistic regression and ROC-analysis in solving medical diagnostic problems. J/ of Infectology. 2016; 8 (4): 36–45 (in Russian)].
  11. World Health Organization. WHO guideline on use of ferritin concentrations to assess iron status in populations. 2020. https://apps.who.int/iris/handle/10665/331505
  12. Rodriguez-Borja E., Pozo-Giraldez A., Diaz-Gimenez M., Hervas-Romero A., Corchon-Peyrallo A., Vinyals-Bellido I., Calvo A.C. Decision support system through automatic algorithms and electronic request in diagnosis of anaemia for primary care patients. Biochemia Medica. 2021; 31 (2): 250–7. DOI: 10.11613/BM.2021.020702
  13. Meier J.A., Bokemeyer A., Cordes F., Fuhrmann V., Schmidt H., Hüsing-Kabar A., Kabar I. Serum levels of ferritin and transferrin serve as prognostic factors for mortality and survival in patients with end-stage liver disease: A propensity score-matched cohort study. United European gastroenterology journal. 2020; 8 (3): 332–9. DOI: 10.1177/2050640619891283
  14. Umer N., Makki M.U., Kiran S.K., Jadoon N.A. Serum ferritin as a predictor of 30 days mortality in patients of decompensated chronic liver disease. J. of Ayub Medical College Abbottabad. 2017; 29 (3): 415–8.
  15. Yiğenoğlu T.N., Başci S., Bakirtaş M., Ulu B.U., Kilinç A., Şahin D., Darçin T, Yildiz J. & Altuntaş F. The effect of serum vitamin B12, folate, ferritin levels and transferrin saturation on stem cell mobilization in allogeneic donors. Transfus Apher Sci. 2020; 59 (3). DOI: 10.1016/j.transci.2020.102726
  16. Celada A., Busset R., Gutierrez J., Herreros V. Levels of serum ferritin, folate, and vitamin B12 in pregnant women at term who had been supplemented with iron and folate. International. J. of Biological Research in Pregnancy. 1981; 2 (3): 142–5.