Cited by 6Hypothalamic control of reproductive hormonesReproductive Biology and FertilityOvarian function and disorders

The DOI matches its DataCite record; 2 of the 2 references it cites were found in a registry or an index.

Mathematical modeling and simulation of the female menstrual cycle

Open access
Reinecke, Isabel·2009·Freie Universität Berlin

Abstract

In this thesis a complex mathematical model for the female menstrual cycle is developed. The final model describes the dynamics of 49 hormones, enzymes, receptors (partly at different states and in different compartments), follicular masses, and the GnRH pulse generator by delay differential equations. In order to simplify parameter estimation, a method for the decomposition into several model parts is introduced here. The simulation of this model correctly mimics the qualitative dynamics for essential elements in comparison with the given experimental data. Some first applications to medical treatments lead to realistic results confirming the functionality of the model.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

DataCite · 10.17169/refubium-5862

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 2 references

Research works printed but not linked: 56

  1. M. E. Andersen. Physiological modelling of organic compounds. Annals of Occu- pational Hygiene, 35(3):309-321, 1991.
  2. L. W. Beineke and R. J. Wilson (eds.). Graph Connections. Oxford Science Publications, 1997.
  3. R. J. Bogumil, M. Ferin, J. Rootenberg, L. Speroff, and R. L. vande Wiele. Math- ematical studies of the human menstrual cycle. I. Formulation of a mathematical model. J. Clin. Endocrinol. Metab., 35(1):126-143, 1972.
  4. R. J. Bogumil, M. Ferin, and R. L. vande Wiele. Mathematical studies of the human menstrual cycle. II. Simulation performance of a model of the human menstrual cycle. J. Clin. Endocrinol. Metab., 35(1):144-156, 1972.
  5. R. J. Chang and R. B. Jaffe. Progesterone effects on gonadotropin release in women pretreated with estradiol. Journal of Clinical Endocrinology and Metabolism, 47:119-125, 1978.
  6. A. Chávez-Ross, S. Franks, H. D. Mason, K. Hardy, and J. Stark. Modelling the control of ovulation and polycystic ovary syndrome. Journal of Mathematical Biology, 36:95-118, 1997.
  7. B. A. Cooke, R. J. B. King, and H. J. van der Molen (eds.). Hormones and their Actions, Part II. Elsevier Science Publishers BV, 1988.
  8. P. Deuflhard. Newton methods for nonlinear problems. Affine invariance and adaptive algorithms. Springer Series in Computational Mathematics 35. Springer, Berlin, 2004.
  9. P. Deuflhard and F. Bornemann. Scientific computing with ordinary differential equations. Texts in Applied Mathematics 42. Springer, Berlin, 2002.
  10. P. Deuflhard and A. Hohmann. Numerical Analysis in Modern Scientific Com- puting. An Introduction. Second Edition. Springer, New York, 2003.
  11. R. P. Dickinson and R. J. Gelinas. Sensitivity analysis of ordinary differential equation systems -a direct method. Journal of Computational Physics, 21:123- 143, 1976.
  12. R. Diestel. Graph Theory. 3rd edition. Springer, 2005.
  13. A. B. Edelman, S. L. Koontz, M. D. Nichols, and J. T. Jensen. Continuous oral contraceptives. Obstetrics & Gynecology, 107(3):657-665, 2006.
  14. K. Elomaa. The Risk of Escape Ovulation under Treatment with Low-Dose Com- bined Oral Contraceptives. PhD thesis, University of Helsinki, 2001.
  15. C. Godsil and G. Royle. Algebraic Graph Theory. Springer, 2001.
  16. A. Grah. Entwicklung und Anwendung modularer Software zur Simulation und Parameterschätzung in gaskatalytischen Festbettreaktoren. Dissertation. Martin- Luther-Universität Halle-Wittenberg, 2004.
  17. F. S. Greenspan and G. J. Strewler (ed.). Basic & Clinical Endocrinology. 5th edition. Appleton & Lange, 1997.
  18. R. Grigoliene and D. Švitra. The mathematical model of the female menstrual cycle and its modifications. Informatica, 11(4):411-420, 2000.
  19. N. P. Groome, P. J. Illingworth, M. O'Brien, R. Pai, F. E. Rodger, J. P. Mather, and A. S. McNeilly. Measurement of dimeric inhibin B throughout the human menstrual cycle. Journal of Clinical Endocrinology and Metabolism, 81(4):1401- 1405, 1996.
  20. E. Hairer and G. Wanner. Solving Ordinary Differential Equations II. Stiff and Differential-Algebraic Problems. 2nd edition. Springer, Berlin Heidelberg, 1996.
  21. L. A. Harris. Differential Equation Models for the Hormonal Regulation of the Menstrual Cycle. PhD thesis, North Carolina State University, 2001.
  22. L. Harris Clark, P. M. Schlosser, and J. F. Selgrade. Multiple stable periodic solutions in a model for hormonal control of the menstrual cycle. Bulletin of Mathematical Biology, 65:157-173, 2003.
  23. F. Hayes, J. E. Hall, P. A. Boepple, and Jr. W. F. Crowley. Clinical review 96. Differential control of gonadotropin secretion in the human: Endocrine role of inhibin. Journal of Clinical Endocrinology and Metabolism, 83:1835-1841, 1998.
  24. T. Hearn, C. Haurie, and M. C. Mackey. Cyclical neutropenia and the peripheral control of white blood cell production. Journal of Theoretical Biology, 192:167- 181, 1998.
  25. C. Keck, J. Neulen, H. M. Behre, and M. Breckwoldt. Endokrinologie, Reproduk- tionsmedizin, Andrologie. 2nd edition. Georg Thieme Verlag, 2002.
  26. D. M. Keenan, W. Sun, and J. D. Veldhuis. A stochastic biomathematical model of the male reproductive hormone system. Siam J. Appl. Math., 61(3):934-965, 2000.
  27. D. M. Keenan and J. D. Veldhuis. A biomathematical model of time-delayed feedback in the human male hypothalamic-pituitary-Leydig cell axis. Am. J. Physiol. Endocrinol. Metab., 275(1):E157-E176, 1998.
  28. A. Kubba and J. Guillebaud. Combined oral contraceptives: acceptability and effective use. British Medical Bulletin, 49(1):140-157, 1993.
  29. F. J. López, I. J. Merchenthaler, M. Moretto, and A. Negro-Vilar. Modulating mechanisms of neuroendocrine cell activity: The LHRH pulse generator. Cellular and Molecular Neurobiology, 18(1):125-146, 1998.
  30. R. H. Luecke and W. D. Wosilait. Drug elimination interactions: Analysis us- ing a mathematical model. Journal of Pharmacokinetics and Biopharmaceutics, 7(6):629-641, 1979.
  31. N. MacDonald. Time Lags in Biological Models. Lecture Notes in Biomathematics. Springer, 1978.
  32. D. A. Magoffin and A. J. Jakimiuk. Inhibin A, inhibin B and activin A in the follicular fluid of regularly cycling women. Human Reproduction, 12(8):1714-1719, 1997.
  33. S. M. Moenter, R. C. Brand, and F. J. Karsch. Dynamics of gonadotropin-releasing hormone (GnRH) secretion during the GnRH surge: Insights into the mechanism of GnRH surge induction. Endocrinology, 130(5):2978-2984, 1992.
  34. U. Nowak and P. Deuflhard. Towards parameter identification for large chemical reaction systems. In P. Deuflhard and E. Hairer, editors, Numerical Treatment of Inverse Problems in Differential and Integral Equations, Progress in Scientific Computing 2, pages 13-26. Birkhäuser, Basel, 1983.
  35. M. Orme and D. J. Back. Oral contraceptive steroids -pharmacological issues of interest to the prescribing physician. Advances in Contraception, 7(4):325-331, 1991.
  36. N. L. Rasgon, L. Pumphrey, P. Prolo, S. Elman, A. Negrao, J. Licinio, and A. Garfinkel. Emergent oscillations in mathematical model of the human men- strual cycle. SNS Spectrums, 8(11):805-814, 2003.
  37. I. Reinecke and P. Deuflhard. A complex model of the human menstrual cycle. Journal of Theoretical Biology, 247(2):303-330, 2007.
  38. E. F. Rissman. Mini-Review. Behavioral regulation of gonadotropin-releasing hor- mone. Biology of Reproduction, 54:413-419, 1996.
  39. J. F. Roche. Control and regulation of folliculogenesis -a symposium in perspec- tive. Reviews of Reproduction, 1:19-27, 1996.
  40. I. H. Segel. Enzyme Kinetics. Behavior and Analysis of Rapid Equilibrium and Steady-State Enzyme Systems. Wiley-Interscience, 1975.
  41. A. Sehested, A. Juul, A. M Andersson, J. H. Petersen, T. K. Jensen, J. Müller, and N. E. Skakkebaek. Serum inhibin A and inhibin B in healthy prepubertal, pubertal, and adolescent girls and adult women: Relation to age, stage of puberty, menstrual cycle, follicle-stimulating hormone, luteinizing hormone, and estradiol levels. Journal of Clinical Endocrinology and Metabolism, 85(4):1634-1640, 2000.
  42. J. F. Selgrade. Modeling hormonal control of the menstrual cycle. Comments on Theoretical Biology, 6(1):79-101, 2001.
  43. W. J. Shack, P. Y. Tam, and T. J. Lardner. A mathematical model of the human menstrual cycle. Biophysical Journal, 11:835-848, 1971.
  44. D. C. Skinner, N. P. Evans, B. Delaleu, R. L. Goodman, P. Bouchard, and A. Caraty. The negative feedback actions of progesterone on gonadotropin- releasing hormone secretion are transduced by the classical progesterone receptor. Proc. Natl. Acad. Sci., 95:10978-10983, 1998.
  45. L. A. Stephenson and M. A. Kolka. Plasma volume during heat stress and exercise in women. Proc. Natl. Acad. Sci., 95:10978-10983, 1998.
  46. J. F. Strauss III. The synthesis and metabolism of steroid hormones. In S. S. C. Yen, R. B. Jaffe, and R. L. Barbieri, editors, Reproductive Endocrinology. Physi- ology, Pathophysiology, and Clinical Management, pages 125-154.
  47. W.B. Saunders Company, 1999.
  48. J. F. Strauss III and C. J. Williams. The ovarian life cycle. In S. S. C. Yen, R. B. Jaffe, and R. L. Barbieri, editors, Reproductive Endocrinology. Physiology, Patho- physiology, and Clinical Management, pages 213-253.
  49. W.B. Saunders Company, 1999.
  50. R. S. Swerdloff, H. S. Jacobs, and W. D. Odell. Synergistic role of progestogens in estrogen induction of LH and FSH surge. Endo, 90(6):1529-1536, 1972.
  51. Y. Takeuchi, Y. Iwasa, and K. Sato (Eds.). Mathematics for Life Science and Medicine. Springer, 2007.
  52. C. C. Tsai and S. S. Yen. The effect of ethinyl estradiol administration during early follicular phase of the cycle on the gonadotropin levels and ovarian function. Journal of Clinical Endocrinology and Metabolism, 33(6):917-923, 1971.
  53. T. M. Washington, J. J. Blum, M. C. Reed, and P. M. Conn. A mathemat- ical model for LH release in response to continuous and pulsatile exposure of gonadotrophs to GnRH. Theoretical Biology and Medical Modelling, 1(9):1-17, 2004.
  54. S. S. C. Yen. The human menstrual cycle: Neuroendocrine regulation. In S. S. C. Yen and R. B. Jaffe, editors, Reproductive Endocrinology. Physiology, Pathophys- iology, and Clinical Management, pages 191-217.
  55. W.B. Saunders Company, 1991.
  56. A. J. Zeleznik. The physiology of follicle selection. Reproductive Biology and Endocrinology, 2(31), 2004.

Cited by

Sorted by citations

Metadata

Authors
Reinecke, I.
Corresponding author
Reinecke, Isabel
Venue
Freie Universität Berlin
Publisher
Freie Universität Berlin
Published
2009
OpenAlex
W2120999017
Cited by
6
References
2
Citations by year
2021: 1 · 2018: 1 · 2014: 1 · 2012: 2
Type
dissertation
Language
en
Open access
Locations
  • Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver (publishedVersion)
  • Refubium (Universitätsbibliothek der Freien Universität Berlin) (submittedVersion)
  • Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver
Topics
  • Health Sciences › Medicine › Reproductive Medicine › Hypothalamic control of reproductive hormones
  • Health Sciences › Medicine › Reproductive Medicine › Reproductive Biology and Fertility
  • Health Sciences › Medicine › Reproductive Medicine › Ovarian function and disorders
Keywords
mathematical model, delay differential equations, GnRH pulse generator, hormone dynamics, model decomposition, parameter estimation, endocrine system

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review