Skip to main content
Top
Published in: Reproductive Biology and Endocrinology 1/2013

Open Access 01-12-2013 | Research

Predictive value of hormonal parameters for live birth in women with unexplained infertility and male infertility

Authors: Tiina Murto, Kerstin Bjuresten, Britt-Marie Landgren, Anneli Stavreus-Evers

Published in: Reproductive Biology and Endocrinology | Issue 1/2013

Login to get access

Abstract

Background

Infertile women might get pregnant sometime after fertility treatment, but today, there is no prediction model on who will eventually have children. The objective of the present study was to characterize hormone levels in an arbitrary menstrual cycle in women with unexplained infertility and male infertility, and to determine the predictive value for long-term possibility of live birth.

Methods

In this cross-sectional study, with 71 infertile women with diagnosis unexplained infertility and male infertility, blood samples were obtained during the proliferative and secretory phases of an arbitrary menstrual cycle. Serum concentrations of FSH, LH, AMH, inhibin B, estradiol, progesterone, PRL and TSH were determined. The predictive value of ovulation and hormonal analysis was determined by identifying the proportion of women with at least one live birth. Mann Whitney U test, chi2 test and Spearman’s correlation were used for statistical analysis. A value of p < 0.05 was considered statistically significant.

Results

There were no differences in hormone values and live birth rates between women with unexplained infertility and male infertility. The best sole predictors of live birth were age of the women, followed by ovulatory cycle, defined as serum progesterone concentration of greater than or equal to 32 nmol/L, and a serum TSH concentration of less than or equal to 2.5 mIU/L. Combining the age with the ovulatory cycle and serum TSH less than or equal to 2.5 mIU/L or serum AMH greater than or equal to 10 pmol/L the predictive value was close to 90%.

Conclusions

Age in combination with the presence of an ovulatory cycle and serum TSH or serum AMH is predictive for long-term live birth. The advantage of serum AMH compared with serum TSH is the very little variation throughout the menstrual cycle, which makes it a useful tool in infertility diagnosis.
Appendix
Available only for authorised users
Literature
2.
go back to reference Broekmans FJ, Kwee J, Hendriks DJ, Mol BW, Lambalk CB: A systematic review of tests predicting ovarian reserve and IVF outcome. Hum Reprod Update. 2006, 12: 685-718. 10.1093/humupd/dml034.CrossRefPubMed Broekmans FJ, Kwee J, Hendriks DJ, Mol BW, Lambalk CB: A systematic review of tests predicting ovarian reserve and IVF outcome. Hum Reprod Update. 2006, 12: 685-718. 10.1093/humupd/dml034.CrossRefPubMed
3.
go back to reference Brodin T, Bergh T, Berglund L, Hadziosmanovic N, Holte J: High basal LH levels in combination with low basal FSH levels are associated with high success rates at assisted reproduction. Hum Reprod. 2009, 24: 2755-2759. 10.1093/humrep/dep254.CrossRefPubMed Brodin T, Bergh T, Berglund L, Hadziosmanovic N, Holte J: High basal LH levels in combination with low basal FSH levels are associated with high success rates at assisted reproduction. Hum Reprod. 2009, 24: 2755-2759. 10.1093/humrep/dep254.CrossRefPubMed
4.
go back to reference Broekmans FJ, Soules MR, Fauser BC: Ovarian aging: mechanisms and clinical consequences. Endocr Rev. 2009, 30: 465-493. 10.1210/er.2009-0006.CrossRefPubMed Broekmans FJ, Soules MR, Fauser BC: Ovarian aging: mechanisms and clinical consequences. Endocr Rev. 2009, 30: 465-493. 10.1210/er.2009-0006.CrossRefPubMed
5.
go back to reference Wu CH, Chen YC, Wu HH, Yang JG, Chang YJ, Tsai HD: Serum anti-Mullerian hormone predicts ovarian response and cycle outcome in IVF patients. J Assist Reprod Genet. 2009, 26: 383-389. 10.1007/s10815-009-9332-8.PubMedCentralCrossRefPubMed Wu CH, Chen YC, Wu HH, Yang JG, Chang YJ, Tsai HD: Serum anti-Mullerian hormone predicts ovarian response and cycle outcome in IVF patients. J Assist Reprod Genet. 2009, 26: 383-389. 10.1007/s10815-009-9332-8.PubMedCentralCrossRefPubMed
6.
go back to reference Brodin T, Hadziosmanovic N, Berglund L, Olovsson M, Holte J: Antimullerian hormone levels are strongly associated with live-birth rates after assisted reproduction. J Clin Endocrinol Metab. 2013, 98: 1107-1114. 10.1210/jc.2012-3676.CrossRefPubMed Brodin T, Hadziosmanovic N, Berglund L, Olovsson M, Holte J: Antimullerian hormone levels are strongly associated with live-birth rates after assisted reproduction. J Clin Endocrinol Metab. 2013, 98: 1107-1114. 10.1210/jc.2012-3676.CrossRefPubMed
7.
go back to reference Wunder DM, Guibourdenche J, Birkhauser MH, Bersinger NA: Anti-Mullerian hormone and inhibin B as predictors of pregnancy after treatment by in vitro fertilization/intracytoplasmic sperm injection. Fertil Steril. 2008, 90: 2203-2210. 10.1016/j.fertnstert.2007.10.078.CrossRefPubMed Wunder DM, Guibourdenche J, Birkhauser MH, Bersinger NA: Anti-Mullerian hormone and inhibin B as predictors of pregnancy after treatment by in vitro fertilization/intracytoplasmic sperm injection. Fertil Steril. 2008, 90: 2203-2210. 10.1016/j.fertnstert.2007.10.078.CrossRefPubMed
8.
go back to reference Sundarrajan C, Liao W, Roy AC, Ng SC: Association of oestrogen receptor gene polymorphisms with outcome of ovarian stimulation in patients undergoing IVF. Mol Hum Reprod. 1999, 5: 797-802. 10.1093/molehr/5.9.797.CrossRefPubMed Sundarrajan C, Liao W, Roy AC, Ng SC: Association of oestrogen receptor gene polymorphisms with outcome of ovarian stimulation in patients undergoing IVF. Mol Hum Reprod. 1999, 5: 797-802. 10.1093/molehr/5.9.797.CrossRefPubMed
9.
go back to reference Sundarrajan C, Liao WX, Roy AC, Ng SC: Association between estrogen receptor-beta gene polymorphisms and ovulatory dysfunctions in patients with menstrual disorders. J Clin Endocrinol Metab. 2001, 86: 135-139. 10.1210/jc.86.1.135.PubMed Sundarrajan C, Liao WX, Roy AC, Ng SC: Association between estrogen receptor-beta gene polymorphisms and ovulatory dysfunctions in patients with menstrual disorders. J Clin Endocrinol Metab. 2001, 86: 135-139. 10.1210/jc.86.1.135.PubMed
10.
go back to reference Srouji SS, Mark A, Levine Z, Betensky RA, Hornstein MD, Ginsburg ES: Predicting in vitro fertilization live birth using stimulation day 6 estradiol, age, and follicle-stimulating hormone. Fertil Steril. 2005, 84: 795-797. 10.1016/j.fertnstert.2005.02.042.CrossRefPubMed Srouji SS, Mark A, Levine Z, Betensky RA, Hornstein MD, Ginsburg ES: Predicting in vitro fertilization live birth using stimulation day 6 estradiol, age, and follicle-stimulating hormone. Fertil Steril. 2005, 84: 795-797. 10.1016/j.fertnstert.2005.02.042.CrossRefPubMed
11.
go back to reference Graham JD, Clarke CL: Physiological action of progesterone in target tissues. Endocr Rev. 1997, 18: 502-519. 10.1210/er.18.4.502.PubMed Graham JD, Clarke CL: Physiological action of progesterone in target tissues. Endocr Rev. 1997, 18: 502-519. 10.1210/er.18.4.502.PubMed
12.
go back to reference Bjuresten K, Landgren BM, Hovatta O, Stavreus-Evers A: Luteal phase progesterone increases live birth rate after frozen embryo transfer. Fertil Steril. 2011, 95: 534-537. 10.1016/j.fertnstert.2010.05.019.CrossRefPubMed Bjuresten K, Landgren BM, Hovatta O, Stavreus-Evers A: Luteal phase progesterone increases live birth rate after frozen embryo transfer. Fertil Steril. 2011, 95: 534-537. 10.1016/j.fertnstert.2010.05.019.CrossRefPubMed
13.
go back to reference Erdem A, Erdem M, Atmaca S, Guler I: Impact of luteal phase support on pregnancy rates in intrauterine insemination cycles: a prospective randomized study. Fertil Steril. 2009, 91: 2508-2513. 10.1016/j.fertnstert.2008.04.029.CrossRefPubMed Erdem A, Erdem M, Atmaca S, Guler I: Impact of luteal phase support on pregnancy rates in intrauterine insemination cycles: a prospective randomized study. Fertil Steril. 2009, 91: 2508-2513. 10.1016/j.fertnstert.2008.04.029.CrossRefPubMed
14.
go back to reference Poppe K, Velkeniers B, Glinoer D: Thyroid disease and female reproduction. Clin Endocrinol (Oxf). 2007, 66: 309-321. 10.1111/j.1365-2265.2007.02752.x.CrossRef Poppe K, Velkeniers B, Glinoer D: Thyroid disease and female reproduction. Clin Endocrinol (Oxf). 2007, 66: 309-321. 10.1111/j.1365-2265.2007.02752.x.CrossRef
15.
go back to reference Kostrzak A, Warenik-Szymankiewicz A, Meczekalski B: The role of serum PRL bioactivity evaluation in hyperprolactinaemic women with different menstrual disorders. Gynecol Endocrinol. 2009, 25: 799-806. 10.3109/09513590903209329.CrossRefPubMed Kostrzak A, Warenik-Szymankiewicz A, Meczekalski B: The role of serum PRL bioactivity evaluation in hyperprolactinaemic women with different menstrual disorders. Gynecol Endocrinol. 2009, 25: 799-806. 10.3109/09513590903209329.CrossRefPubMed
16.
go back to reference Cramer DW, Sluss PM, Powers RD, McShane P, Ginsburgs ES, Hornstein MD, Vitonis AF, Barbieri RL: Serum prolactin and TSH in an in vitro fertilization population: is there a link between fertilization and thyroid function?. J Assist Reprod Genet. 2003, 20: 210-215. 10.1023/A:1024151210536.PubMedCentralCrossRefPubMed Cramer DW, Sluss PM, Powers RD, McShane P, Ginsburgs ES, Hornstein MD, Vitonis AF, Barbieri RL: Serum prolactin and TSH in an in vitro fertilization population: is there a link between fertilization and thyroid function?. J Assist Reprod Genet. 2003, 20: 210-215. 10.1023/A:1024151210536.PubMedCentralCrossRefPubMed
17.
go back to reference Boivin J, Bunting L, Collins JA, Nygren KG: International estimates of infertility prevalence and treatment-seeking: potential need and demand for infertility medical care. Hum Reprod. 2007, 22: 1506-1512. 10.1093/humrep/dem046.CrossRefPubMed Boivin J, Bunting L, Collins JA, Nygren KG: International estimates of infertility prevalence and treatment-seeking: potential need and demand for infertility medical care. Hum Reprod. 2007, 22: 1506-1512. 10.1093/humrep/dem046.CrossRefPubMed
18.
go back to reference Smith S, Pfeifer SM, Collins JA: Diagnosis and management of female infertility. JAMA. 2003, 290: 1767-1770. 10.1001/jama.290.13.1767.CrossRefPubMed Smith S, Pfeifer SM, Collins JA: Diagnosis and management of female infertility. JAMA. 2003, 290: 1767-1770. 10.1001/jama.290.13.1767.CrossRefPubMed
19.
go back to reference Ola B, Li TC: Implantation failure following in-vitro fertilization. Curr Opin Obstet Gynecol. 2006, 18: 440-445. 10.1097/01.gco.0000233940.82296.49.CrossRefPubMed Ola B, Li TC: Implantation failure following in-vitro fertilization. Curr Opin Obstet Gynecol. 2006, 18: 440-445. 10.1097/01.gco.0000233940.82296.49.CrossRefPubMed
20.
go back to reference Isaksson R, Tiitinen A: Present concept of unexplained infertility. Gynecol Endocrinol. 2004, 18: 278-290. 10.1080/0951359042000199878.CrossRefPubMed Isaksson R, Tiitinen A: Present concept of unexplained infertility. Gynecol Endocrinol. 2004, 18: 278-290. 10.1080/0951359042000199878.CrossRefPubMed
21.
go back to reference Margalioth EJ, Ben-Chetrit A, Gal M, Eldar-Geva T: Investigation and treatment of repeated implantation failure following IVF-ET. Hum Reprod. 2006, 21: 3036-3043. 10.1093/humrep/del305.CrossRefPubMed Margalioth EJ, Ben-Chetrit A, Gal M, Eldar-Geva T: Investigation and treatment of repeated implantation failure following IVF-ET. Hum Reprod. 2006, 21: 3036-3043. 10.1093/humrep/del305.CrossRefPubMed
22.
23.
go back to reference Landgren BM, Unden AL, Diczfalusy E: Hormonal profile of the cycle in 68 normally menstruating women. Acta Endocrinol (Copenh). 1980, 94: 89-98. Landgren BM, Unden AL, Diczfalusy E: Hormonal profile of the cycle in 68 normally menstruating women. Acta Endocrinol (Copenh). 1980, 94: 89-98.
24.
go back to reference Liu KE, Greenblatt EM: Elevated day 3 follicle-stimulating hormone/luteinizing hormone ratio >or= 2 is associated with higher rates of cancellation in in vitro fertilization-embryo transfer cycles. Fertil Steril. 2008, 90: 297-301. 10.1016/j.fertnstert.2007.06.038.CrossRefPubMed Liu KE, Greenblatt EM: Elevated day 3 follicle-stimulating hormone/luteinizing hormone ratio >or= 2 is associated with higher rates of cancellation in in vitro fertilization-embryo transfer cycles. Fertil Steril. 2008, 90: 297-301. 10.1016/j.fertnstert.2007.06.038.CrossRefPubMed
25.
go back to reference Baker VL, Rone HM, Pasta DJ, Nelson HP, Gvakharia M, Adamson GD: Correlation of thyroid stimulating hormone (TSH) level with pregnancy outcome in women undergoing in vitro fertilization. Am J Obstet Gynecol. 2006, 194: 1668-1674. 10.1016/j.ajog.2006.03.040. discussion 1674–1665CrossRefPubMed Baker VL, Rone HM, Pasta DJ, Nelson HP, Gvakharia M, Adamson GD: Correlation of thyroid stimulating hormone (TSH) level with pregnancy outcome in women undergoing in vitro fertilization. Am J Obstet Gynecol. 2006, 194: 1668-1674. 10.1016/j.ajog.2006.03.040. discussion 1674–1665CrossRefPubMed
26.
go back to reference Csemiczky G, Wramsby H, Landgren BM: Luteal phase oestradiol and progesterone levels are stronger predictors than follicular phase follicle stimulating hormone for the outcome of in-vitro fertilization treatment in women with tubal infertility. Hum Reprod. 1996, 11: 2396-2399. 10.1093/oxfordjournals.humrep.a019122.CrossRefPubMed Csemiczky G, Wramsby H, Landgren BM: Luteal phase oestradiol and progesterone levels are stronger predictors than follicular phase follicle stimulating hormone for the outcome of in-vitro fertilization treatment in women with tubal infertility. Hum Reprod. 1996, 11: 2396-2399. 10.1093/oxfordjournals.humrep.a019122.CrossRefPubMed
27.
go back to reference Mac Dougall K, Beyene Y, Nachtigall RD: ‘Inconvenient biology:’ advantages and disadvantages of first-time parenting after age 40 using in vitro fertilization. Hum Reprod. 2012, 27: 1058-1065. 10.1093/humrep/des007.PubMedCentralCrossRefPubMed Mac Dougall K, Beyene Y, Nachtigall RD: ‘Inconvenient biology:’ advantages and disadvantages of first-time parenting after age 40 using in vitro fertilization. Hum Reprod. 2012, 27: 1058-1065. 10.1093/humrep/des007.PubMedCentralCrossRefPubMed
28.
go back to reference Chuang CC, Chen CD, Chao KH, Chen SU, Ho HN, Yang YS: Age is a better predictor of pregnancy potential than basal follicle-stimulating hormone levels in women undergoing in vitro fertilization. Fertil Steril. 2003, 79: 63-68. 10.1016/S0015-0282(02)04562-4.CrossRefPubMed Chuang CC, Chen CD, Chao KH, Chen SU, Ho HN, Yang YS: Age is a better predictor of pregnancy potential than basal follicle-stimulating hormone levels in women undergoing in vitro fertilization. Fertil Steril. 2003, 79: 63-68. 10.1016/S0015-0282(02)04562-4.CrossRefPubMed
29.
go back to reference Wang JG, Douglas NC, Nakhuda GS, Choi JM, Park SJ, Thornton MH, Guarnaccia MM, Sauer MV: The association between anti-Mullerian hormone and IVF pregnancy outcomes is influenced by age. Reprod Biomed Online. 2010, 21: 757-761. 10.1016/j.rbmo.2010.06.041.CrossRefPubMed Wang JG, Douglas NC, Nakhuda GS, Choi JM, Park SJ, Thornton MH, Guarnaccia MM, Sauer MV: The association between anti-Mullerian hormone and IVF pregnancy outcomes is influenced by age. Reprod Biomed Online. 2010, 21: 757-761. 10.1016/j.rbmo.2010.06.041.CrossRefPubMed
30.
go back to reference Brodin T, Bergh T, Berglund L, Hadziosmanovic N, Holte J: Menstrual cycle length is an age-independent marker of female fertility: results from 6271 treatment cycles of in vitro fertilization. Fertil Steril. 2008, 90: 1656-1661. 10.1016/j.fertnstert.2007.09.036.CrossRefPubMed Brodin T, Bergh T, Berglund L, Hadziosmanovic N, Holte J: Menstrual cycle length is an age-independent marker of female fertility: results from 6271 treatment cycles of in vitro fertilization. Fertil Steril. 2008, 90: 1656-1661. 10.1016/j.fertnstert.2007.09.036.CrossRefPubMed
31.
go back to reference Leach RE, Moghissi KS, Randolph JF, Reame NE, Blacker CM, Ginsburg KA, Diamond MP: Intensive hormone monitoring in women with unexplained infertility: evidence for subtle abnormalities suggestive of diminished ovarian reserve. Fertil Steril. 1997, 68: 413-420. 10.1016/S0015-0282(97)00222-7.CrossRefPubMed Leach RE, Moghissi KS, Randolph JF, Reame NE, Blacker CM, Ginsburg KA, Diamond MP: Intensive hormone monitoring in women with unexplained infertility: evidence for subtle abnormalities suggestive of diminished ovarian reserve. Fertil Steril. 1997, 68: 413-420. 10.1016/S0015-0282(97)00222-7.CrossRefPubMed
32.
go back to reference Robertson DM, Hale GE, Fraser IS, Hughes CL, Burger HG: Changes in serum antimullerian hormone levels across the ovulatory menstrual cycle in late reproductive age. Menopause. 2011, 18: 521-524. 10.1097/gme.0b013e3181f8d9e0.CrossRefPubMed Robertson DM, Hale GE, Fraser IS, Hughes CL, Burger HG: Changes in serum antimullerian hormone levels across the ovulatory menstrual cycle in late reproductive age. Menopause. 2011, 18: 521-524. 10.1097/gme.0b013e3181f8d9e0.CrossRefPubMed
33.
go back to reference Bungum L, Jacobsson AK, Rosen F, Becker C, Yding Andersen C, Guner N, Giwercman A: Circadian variation in concentration of anti-Mullerian hormone in regularly menstruating females: relation to age, gonadotrophin and sex steroid levels. Hum Reprod. 2011, 26: 678-684. 10.1093/humrep/deq380.CrossRefPubMed Bungum L, Jacobsson AK, Rosen F, Becker C, Yding Andersen C, Guner N, Giwercman A: Circadian variation in concentration of anti-Mullerian hormone in regularly menstruating females: relation to age, gonadotrophin and sex steroid levels. Hum Reprod. 2011, 26: 678-684. 10.1093/humrep/deq380.CrossRefPubMed
34.
go back to reference Penarrubia J, Fabregues F, Manau D, Creus M, Casals G, Casamitjana R, Carmona F, Vanrell JA, Balasch J: Basal and stimulation day 5 anti-Mullerian hormone serum concentrations as predictors of ovarian response and pregnancy in assisted reproductive technology cycles stimulated with gonadotropin-releasing hormone agonist--gonadotropin treatmen. Hum Reprod. 2005, 20: 915-922.CrossRefPubMed Penarrubia J, Fabregues F, Manau D, Creus M, Casals G, Casamitjana R, Carmona F, Vanrell JA, Balasch J: Basal and stimulation day 5 anti-Mullerian hormone serum concentrations as predictors of ovarian response and pregnancy in assisted reproductive technology cycles stimulated with gonadotropin-releasing hormone agonist--gonadotropin treatmen. Hum Reprod. 2005, 20: 915-922.CrossRefPubMed
35.
go back to reference Seckin B, Turkcapar F, Ozaksit G: Elevated day 3 FSH/LH ratio: a marker to predict IVF outcome in young and older women. J Assist Reprod Genet. 2011, 29: 231-236.PubMedCentralCrossRefPubMed Seckin B, Turkcapar F, Ozaksit G: Elevated day 3 FSH/LH ratio: a marker to predict IVF outcome in young and older women. J Assist Reprod Genet. 2011, 29: 231-236.PubMedCentralCrossRefPubMed
36.
go back to reference Dehghani-Firouzabadi R, Tayebi N, Asgharnia M: Serum level of anti-mullerian hormone in early follicular phase as a predictor of ovarian reserve and pregnancy outcome in assisted reproductive technology cycles. Arch Iran Med. 2008, 11: 371-376.PubMed Dehghani-Firouzabadi R, Tayebi N, Asgharnia M: Serum level of anti-mullerian hormone in early follicular phase as a predictor of ovarian reserve and pregnancy outcome in assisted reproductive technology cycles. Arch Iran Med. 2008, 11: 371-376.PubMed
37.
go back to reference Arojoki M, Jokimaa V, Juuti A, Koskinen P, Irjala K, Anttila L: Hypothyroidism among infertile women in Finland. Gynecol Endocrinol. 2000, 14: 127-131. 10.3109/09513590009167671.CrossRefPubMed Arojoki M, Jokimaa V, Juuti A, Koskinen P, Irjala K, Anttila L: Hypothyroidism among infertile women in Finland. Gynecol Endocrinol. 2000, 14: 127-131. 10.3109/09513590009167671.CrossRefPubMed
38.
go back to reference Krassas GE: Thyroid disease and female reproduction. Fertil Steril. 2000, 74: 1063-1070. 10.1016/S0015-0282(00)01589-2.CrossRefPubMed Krassas GE: Thyroid disease and female reproduction. Fertil Steril. 2000, 74: 1063-1070. 10.1016/S0015-0282(00)01589-2.CrossRefPubMed
Metadata
Title
Predictive value of hormonal parameters for live birth in women with unexplained infertility and male infertility
Authors
Tiina Murto
Kerstin Bjuresten
Britt-Marie Landgren
Anneli Stavreus-Evers
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Reproductive Biology and Endocrinology / Issue 1/2013
Electronic ISSN: 1477-7827
DOI
https://doi.org/10.1186/1477-7827-11-61

Other articles of this Issue 1/2013

Reproductive Biology and Endocrinology 1/2013 Go to the issue