Antimüllerian Hormone as a Tool to Predict the Age at Menopause
Abstract
:1. Introduction
2. Materials and Methods
2.1. Greene Climacteric Scale
2.2. Biochemical and Hormonal Assays
2.3. Statistical Analysis
3. Results
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- InterLACE Study Team. Variations in reproductive events across life: A pooled analysis of data from 505 147 women across 10 countries. Hum. Reprod. 2019, 34, 881–893. [Google Scholar] [CrossRef] [PubMed]
- Faddy, M.J.; Gosden, R.G.; Gougeon, A.; Richardson, S.J.; Nelson, J.F. Accelerated disappearance of ovarian follicles in mid-life: Implications for forecasting menopause. Hum. Reprod. 1992, 7, 1342–1346. [Google Scholar] [CrossRef] [PubMed]
- Gold, E.B. The timing of the age at which natural menopause occurs. Obstet. Gynecol. Clin. N. Am. 2011, 38, 425–440. [Google Scholar] [CrossRef]
- Zhou, B.; Kwan, B.; Desai, M.J.; Nalawade, V.; Ruddy, K.J.; Nathan, P.C.; Henk, H.J.; Murphy, J.D.; Whitcomb, B.W.; Su, H.I. Long-term antimüllerian hormone patterns differ by cancer treatment exposures in young breast cancer survivors. Fertil. Steril. 2022, 117, 1047–1056. [Google Scholar] [CrossRef]
- di Clemente, N.; Racine, C.; Rey, R.A. Anti-Müllerian Hormone and Polycystic Ovary Syndrome in Women and Its Male Equivalent. Biomedicines 2022, 10, 2506. [Google Scholar] [CrossRef] [PubMed]
- Anderson, R.A.; Nelson, S.M. Anti-Müllerian Hormone in the Diagnosis and Prediction of Premature Ovarian Insufficiency. Semin. Reprod. Med. 2020, 38, 263–269. [Google Scholar] [CrossRef] [PubMed]
- Bedenk, J.; Vrtačnik-Bokal, E.; Virant-Klun, I. The role of anti-Müllerian hormone (AMH) in ovarian disease and infertility. J. Assist. Reprod. Genet. 2020, 37, 89–100. [Google Scholar] [CrossRef]
- Hyvärinen, M.; Karvanen, J.; Aukee, P.; Tammelin, T.H.; Sipilä, S.; Kujala, U.M.; Kovanen, V.; Rantalainen, T.; Laakkonen, E.K. Predicting the age at natural menopause in middle-aged women. Menopause 2021, 28, 792–799. [Google Scholar] [CrossRef]
- Harlow, S.D.; Gass, M.; Hall, J.E.; Lobo, R.; Maki, P.; Rebar, R.W.; Sherman, S.; Sluss, P.M.; de Villiers, T.J. Executive summary of the Stages of Reproductive Aging Workshop + 10: Addressing the unfinished agenda of staging reproductive aging. J. Clin. Endocrinol. Metab. 2012, 97, 1159–1168. [Google Scholar] [CrossRef]
- van Rooij, I.A.; Broekmans, F.J.; Scheffer, G.J.; Looman, C.W.; Habbema, J.D.; de Jong, F.H.; Fauser, B.J.; Themmen, A.P.; te Velde, E.R. Serum antiMüllerian hormone levels best reflect the reproductive decline with age in normal women with proven fertility: A longitudinal study. Fertil. Steril. 2005, 83, 979–987. [Google Scholar] [CrossRef] [PubMed]
- Broer, S.L.; Eijkemans, M.J.; Scheffer, G.J.; van Rooij, I.A.; de Vet, A.; Themmen, A.P.; Laven, J.S.; de Jong, F.H.; Te Velde, E.R.; Fauser, B.C.; et al. Anti-Müllerian hormone predicts menopause: A long-term follow-up study in normoovulatory women. J. Clin. Endocrinol. Metab. 2011, 96, 2532–2539. [Google Scholar] [CrossRef] [PubMed]
- Depmann, M.; Faddy, M.J.; van der Schouw, Y.T.; Peeters, P.H.; Broer, S.L.; Kelsey, T.W.; Nelson, S.M.; Broekmans, F.J. The Relationship Between Variation in Size of the Primordial Follicle Pool and Age at Natural Menopause. J. Clin. Endocrinol. Metab. 2015, 100, E845–E851. [Google Scholar] [CrossRef]
- Depmann, M.; Broer, S.L.; van der Schouw, Y.T.; Tehrani, F.R.; Eijkemans, M.J.; Mol, B.W.; Broekmans, F.J. Can we predict age at natural menopause using ovarian reserve tests or mother’s age at menopause? A systematic literature review. Menopause 2016, 23, 224–232. [Google Scholar] [CrossRef] [PubMed]
- Dólleman, M.; Depmann, M.; Eijkemans, M.J.; Heimensem, J.; Broer, S.L.; van der Stroom, E.M.; Laven, J.S.; Van Rooij, I.A.; Scheffer, G.J.; Peeters, P.H.; et al. Anti-Müllerian hormone is a more accurate predictor of individual time to menopause than mother’s age at menopause. Hum. Reprod. 2014, 29, 584–591. [Google Scholar] [CrossRef]
- Hadlow, N.; Brown, S.J.; Habib, A.; Wardrop, R.; Joseph, J.; Gillett, M.; Maguire, R.; Conradie, J. Quantifying the intraindividual variation of antimüllerian hormone in the ovarian cycle. Fertil. Steril. 2016, 106, 1230–1237. [Google Scholar] [CrossRef]
- Yin, W.W.; Huang, C.C.; Chen, Y.R.; Yu, D.Q.; Jin, M.; Feng, C. The effect of medication on serum anti-müllerian hormone (AMH) levels in women of reproductive age: A meta-analysis. BMC Endocr. Disord. 2022, 22, 158. [Google Scholar] [CrossRef] [PubMed]
- Khodavirdilou, R.; Pournaghi, M.; Rastgar Rezaei, Y.; Hajizadeh, K.; Khodavirdilou, L.; Javid, F.; Hamdi, K.; Shahnazi, M.; Nouri, M.; Fattahi, A.; et al. Does Anti-Müllerian hormone vary during a menstrual cycle? A systematic review and meta-analysis. J. Ovarian Res. 2022, 15, 78. [Google Scholar] [CrossRef]
- Nelson, S.M.; Aijun, S.; Ling, Q.; Tengda, X.; Wei, X.; Yan, D.; Yanfang, W.; Zenghui, T.; Xinqi, C.; Fraser, A.; et al. Ethnic discordance in serum anti-Müllerian hormone in healthy women: A population study from China and Europe. Reprod. Biomed. Online 2020, 40, 461–467. [Google Scholar] [CrossRef]
- Bleil, M.E.; Gregorich, S.E.; Adler, N.E.; Sternfeld, B.; Rosen, M.P.; Cedars, M.I. Race/ethnic disparities in reproductive age: An examination of ovarian reserve estimates across four race/ethnic groups of healthy, regularly cycling women. Fertil. Steril. 2014, 101, 199–207. [Google Scholar] [CrossRef]
- Schuh-Huerta, S.M.; Johnson, N.A.; Rosen, M.P.; Sternfeld, B.; Cedars, M.I.; Reijo Pera, R.A. Genetic variants and environmental factors associated with hormonal markers of ovarian reserve in Caucasian and African American women. Hum. Reprod. 2012, 27, 594–608. [Google Scholar] [CrossRef]
- Kotlyar, A.M.; Seifer, D.B. Ethnicity/Race and Age-Specific Variations of Serum AMH in Women-A Review. Front. Endocrinol. 2020, 11, 593216. [Google Scholar] [CrossRef] [PubMed]
- Melado, L.; Lawrenz, B.; Sibal, J.; Abu, E.; Coughlan, C.; Navarro, A.T.; Fatemi, H.M. Anti-müllerian Hormone During Natural Cycle Presents Significant Intra and Intercycle Variations When Measured with Fully Automated Assay. Front. Endocrinol. 2018, 9, 686. [Google Scholar] [CrossRef] [PubMed]
- Iliodromiti, S.; Anderson, R.A.; Nelson, S.M. Technical and performance characteristics of anti-Müllerian hormone and antral follicle count as biomarkers of ovarian response. Hum. Reprod. Update 2014, 21, 698–710. [Google Scholar] [CrossRef]
- Deeks, E.D. Elecsys(®) AMH Assay: A Review in Anti-Müllerian Hormone Quantification and Assessment of Ovarian Reserve. Mol. Diagn. Ther. 2015, 19, 245–249. [Google Scholar] [CrossRef]
- Punchoo, R.; Bhoora, S. Variation in the Measurement of Anti-Müllerian Hormone—What Are the Laboratory Issues? Front. Endocrinol. 2021, 12, 719029. [Google Scholar] [CrossRef] [PubMed]
- Greene, J.G. Constructing a standard climacteric scale. Maturitas 1998, 29, 25–31. [Google Scholar] [CrossRef]
- Tehrani, F.R.; Solaymani-Dodaran, M.; Azizi, F. A single test of antiMüllerian hormone in late reproductive-aged women is a good predictor of menopause. Menopause 2009, 16, 797–802. [Google Scholar] [CrossRef]
- Tehrani, F.R.; Shakeri, N.; Solaymani-Dodaran, M.; Azizi, F. Predicting age at menopause from serum antimüllerian hormone concentration. Menopause 2011, 18, 766–770. [Google Scholar] [CrossRef]
- Tehrani, F.R.; Solaymani-Dodaran, M.; Tohidi, M.; Gohari, M.R.; Azizi, F. Modeling age at menopause using serum concentration of anti-Müllerian hormone. J. Clin. Endocrinol. Metab. 2013, 98, 729–735. [Google Scholar] [CrossRef]
- Freeman, E.W.; Sammel, M.D.; Lin, H.; Gracia, C.R. Anti-Müllerian hormone as a predictor of time to menopause in late reproductive age women. J. Clin. Endocrinol. Metab. 2012, 97, 1673–1680. [Google Scholar] [CrossRef]
- Nair, S.; Slaughter, J.C.; Terry, J.G.; Appiah, D.; Ebong, I.; Wang, E.; Siscovick, D.S.; Sternfeld, B.; Schreiner, P.J.; Lewis, C.E.; et al. Anti-Müllerian hormone (AMH) is associated with natural menopause in a population-based sample: The CARDIA Women’s Study. Maturitas 2015, 81, 493–498. [Google Scholar] [CrossRef]
- Sowers, M.R.; McConnell, D.; Yosef, M.; Jannausch, M.L.; Harlow, S.D.; Randolph, J.F., Jr. Relating smoking, obesity, insulin resistance, and ovarian biomarker changes to the final menstrual period. Ann. N. Y. Acad. Sci. 2010, 1204, 95–103. [Google Scholar] [CrossRef]
- Dólleman, M.; Verschuren, W.M.; Eijkemans, M.J.; Broekmans, F.J.; van der Schouw, Y.T. Added value of anti-Müllerian hormone in prediction of menopause: Results from a large prospective cohort study. Hum. Reprod. 2015, 30, 1974–1981. [Google Scholar] [CrossRef]
- Depmann, M.; Eijkemans, M.J.; Broer, S.L.; Scheffer, G.J.; van Rooij, I.A.; Laven, J.S.; Broekmans, F.J. Does anti-Müllerian hormone predict menopause in the general population? Results of a prospective ongoing cohort study. Hum. Reprod. 2016, 31, 1579–1587. [Google Scholar] [CrossRef]
- La Marca, A.; Sighinolfi, G.; Papaleo, E.; Cagnacci, A.; Volpe, A.; Faddy, M.J. Prediction of age at menopause from assessment of ovarian reserve may be improved by using body mass index and smoking status. PLoS ONE 2013, 8, e57005. [Google Scholar] [CrossRef]
- van Disseldorp, J.; Faddy, M.J.; Themmen, A.P.; de Jong, F.H.; Peeters, P.H.; van der Schouw, Y.T.; Broekmans, F.J. Relationship of serum antimüllerian hormone concentration to age at menopause. J. Clin. Endocrinol. Metab. 2008, 93, 2129–2134. [Google Scholar] [CrossRef]
- Dólleman, M.; Faddy, M.J.; van Disseldorp, J.; van der Schouw, Y.T.; Messow, C.M.; Leader, B.; Peeters, P.H.; McConnachie, A.; Nelson, S.M.; Broekmans, F.J. The relationship between anti-Müllerian hormone in women receiving fertility assessments and age at menopause in subfertile women: Evidence from large population studies. J. Clin. Endocrinol. Metab. 2013, 98, 1946–1953. [Google Scholar] [CrossRef]
- Nelson, S.M.; Davis, S.R.; Kalantaridou, S.; Lumsden, M.A.; Panay, N.; Anderson, R.A. Anti-Müllerian hormone for the diagnosis and prediction of menopause: A systematic review. Hum. Reprod. Update 2023, 29, 327–346. [Google Scholar] [CrossRef]
- Ruth, K.S.; Soares, A.L.G.; Borges, M.C.; Eliassen, A.H.; Hankinson, S.E.; Jones, M.E.; Kraft, P.; Nichols, H.B.; Sandler, D.P.; Schoemaker, M.J.; et al. Genome-wide association study of anti-Müllerian hormone levels in premenopausal women of late reproductive age and relationship with genetic determinants of reproductive lifespan. Hum. Mol. Genet. 2019, 28, 1392–1401. [Google Scholar] [CrossRef]
- Depmann, M.; Eijkemans, M.J.C.; Broer, S.L.; Tehrani, F.R.; Solaymani-Dodaran, M.; Azizi, F.; Lambalk, C.B.; Randolph, J.F., Jr.; Harlow, S.D.; Freeman, E.W.; et al. Does AMH relate to timing of menopause? Results of an Individual Patient Data meta- analysis. J. Clin. Endocrinol. Metab. 2018. [Google Scholar] [CrossRef]
- Bertone-Johnson, E.R.; Manson, J.E.; Purdue-Smithe, A.C.; Steiner, A.Z.; Eliassen, A.H.; Hankinson, S.E.; Rosner, B.A.; Whitcomb, B.W. Anti-Müllerian hormone levels and incidence of early natural menopause in a prospective study. Hum. Reprod. 2018, 33, 1175–1182. [Google Scholar] [CrossRef]
- de Kat, A.C.; van der Schouw, Y.T.; Eijkemans, M.J.C.; Broer, S.L.; Verschuren, W.M.M.; Broekmans, F.J.M. Can Menopause Prediction Be Improved with Multiple AMH Measurements? Results from the Prospective Doetinchem Cohort Study. J. Clin. Endocrinol. Metab. 2019, 104, 5024–5031. [Google Scholar] [CrossRef] [PubMed]
- Ramezani Tehrani, F.; Sheidaei, A.; Firouzi, F.; Tohidi, M.; Azizi, F.; Behboudi-Gandevani, S. Does the Anti-Müllerian Hormone Decline Rate Improve the Prediction of Age at Menopause? Front. Endocrinol. 2021, 12, 727229. [Google Scholar] [CrossRef] [PubMed]
- Finkelstein, J.S.; Lee, H.; Karlamangla, A.; Neer, R.M.; Sluss, P.M.; Burnett-Bowie, S.M.; Darakananda, K.; Donahoe, P.K.; Harlow, S.D.; Prizand, S.H.; et al. AntiMüllerian Hormone and Impending Menopause in Late Reproductive Age: The Study of Women’s Health Across the Nation. J. Clin. Endocrinol. Metab. 2020, 105, e1862–e1871. [Google Scholar] [CrossRef]
- Dhanoya, T.; Sievert, L.L.; Muttukrishna, S.; Begum, K.; Sharmeen, T.; Kasim, A.; Chowdhury, O.; Bentley, G.R. Hot flushes and reproductive hormone levels during the menopausal transition. Maturitas 2016, 89, 43–51. [Google Scholar] [CrossRef]
- NamGoung, S.; Chang, Y.; Kim, Y.; Kim, H.; Cho, I.Y.; Kwon, R.; Lim, G.-Y.; Choi, H.R.; Kang, J.; Kim, K.-H.; et al. Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Sci. Rep. 2022, 12, 11904. [Google Scholar] [CrossRef] [PubMed]
- Vermeulen, R.F.M.; van Beurden, M.; Gaarenstroom, K.N.; Teunis, T.; Kieffer, J.M.; Aaronson, N.K.; Kenter, G.G.; Korse, C.M. Does anti-Müllerian hormone predict change in menopausal symptoms following risk-reducing salpingo-oophorectomy? A prospective observational study. Climacteric 2018, 21, 574–580. [Google Scholar] [CrossRef]
- Chemerinski, A.; Cameron, K.; Sammel, M.; Ginsberg, J.; Carlson, C.; Gracia, C. Relationship of menopausal symptoms and ovarian reserve in reproductive-aged cancer survivors. J. Cancer Surviv. 2020, 14, 607–613. [Google Scholar] [CrossRef]
- Cameron, K.E.; Kole, M.B.; Sammel, M.D.; Ginsberg, J.P.; Gosiengfiao, Y.; Mersereau, J.E.; Su, H.I.; Gracia, C.R. Acute Menopausal Symptoms in Young Cancer Survivors Immediately following Chemotherapy. Oncology 2018, 94, 200–206. [Google Scholar] [CrossRef]
Mean ± SD or Frequency (%) | Mean ± SD or Frequency (%) | |
---|---|---|
Anthropometric and demographic parameters | Group A (N = 96) | Group B (N = 84) |
Age (years) | 48.5 ± 4.5 | 48.9 ± 4.0 |
BMI (kg/m2) | 26.4 ± 4.8 | 27.1 ± 5.5 |
Current smoking (%) | 26.0% (25/96) | 32.3% (27/84) |
Current alcohol consumption (%) | 50.0% (48/96) | 48.4% (40/84) |
Climacteric symptoms | ||
Vasomotor symptoms severity | 2.2 ± 1.9 | 1.9 ±1.9 |
Hormonal parameters | ||
AMH (ng/dL) | 0.09 ± 0.15 | 0.01 ± 0.15 |
FSH (mIU/mL) | 25.8 ± 22.2 | 71.4 ± 26.4 |
LH (mIU/mL) | 23.8 ± 19.0 | 41.7 ± 15.5 |
E2 (pg/mL) | 123.5 ± 72.3 | 14.8 ± 12.2 |
Biochemical parameters | ||
Total Cholesterol (mg/dL) | 217.5 ± 35.0 | 218.1 ± 35.7 |
Triglycerides (mg/dL) | 81.6 ± 33.9 | 93.9 ± 44.2 |
HDL-cholesterol (mg/dL) | 59.5 ± 12.0 | 58.9 ± 13.6 |
LDL-cholesterol (mg/dL) | 136.1 ± 34.1 | 133.3 ± 31.7 |
Glucose (mg/dL) | 91.8 ± 8.6 | 95.6 ± 22.6 |
Insulin (μU/L) | 7.2 ± 4.7 | 7.7 ± 4.7 |
HOMA-IR | 1.7 ± 1.2 | 1.8 ± 1.0 |
E2 (pg/mL) | 123.5 ± 72.3 | 14.8 ± 12.2 |
Chi-Square | Exp (B) | p-Value | 95%CI | |
---|---|---|---|---|
Model 1 AMH | ||||
8.454 | 0.110 | 0.007 | 0.022–0.553 | |
Model 2 AMH Age (years) | ||||
22.660 | 0.069 | 0.005 | 0.011–0.439 | |
1.216 | 0.001 | 1.088–1.360 |
Greene Scale Scores | Baseline | 12 Months | 24 Months | |||
---|---|---|---|---|---|---|
r-Coefficient | p-Value | r-Coefficient | p-Value * | r-Coefficient | p-Value ** | |
Vasomotor scores | ||||||
Group A | −0.060 | 0.754 | −0.215 | 0.312 | 0.009 | 0.970 |
Group B | −0.321 | 0.014 | 0.106 | 0.487 | −0.169 | 0.363 |
Total sample | −0.103 | 0.220 | −0.081 | 0.393 | 0.028 | 0.818 |
Psychological scores | ||||||
Group A | 0.061 | 0.757 | −0.084 | 0.696 | −0.061 | 0.804 |
Group B | 0.153 | 0.266 | 0.165 | 0.279 | 0.153 | 0.420 |
Total sample | −0.089 | 0.305 | −0.171 | 0.070 | −0.034 | 0.781 |
Somatic scores | ||||||
Group A | 0.281 | 0.139 | −0.143 | 0.504 | −0.160 | 0.553 |
Group B | 0.124 | 0.367 | 0.293 | 0.051 | 0.118 | 0.542 |
Total sample | 0.018 | 0.831 | −0.079 | 0.402 | −0.080 | 0.527 |
Sexual scores | ||||||
Group A | 0.276 | 0.139 | −0.329 | 0.117 | −0.289 | 0.231 |
Group B | 0.097 | 0.473 | 0.061 | 0.689 | −0.007 | 0.971 |
Total sample | 0.063 | 0.459 | −0.094 | 0.320 | −0.047 | 0.695 |
Model R2 | b-Coefficient | 95%CI | p-Value | |
---|---|---|---|---|
AMH | 7.4% | −0.272 | −2.035 to −0.312 | 0.027 |
Age (years) | −0.173 | −1.384 to 0.234 | 0.152 | |
BMI (kg/m2) | −0.002 | −0.473 to 0.984 | 0.984 | |
HOMA-IR | −0.035 | −1.382 to 0.029 | 0.771 | |
Current smoking | 0.141 | 0.081 to 0.426 | 0.246 | |
FSH (mIU/mL) | 0.054 | −0.028 to 0.782 | 0.671 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Chatziandreou, E.; Eustathiou, A.; Augoulea, A.; Armeni, E.; Mili, N.; Boutas, I.; Tsoltos, N.; Kapetanaki, A.; Kalantaridou, S. Antimüllerian Hormone as a Tool to Predict the Age at Menopause. Geriatrics 2023, 8, 57. https://doi.org/10.3390/geriatrics8030057
Chatziandreou E, Eustathiou A, Augoulea A, Armeni E, Mili N, Boutas I, Tsoltos N, Kapetanaki A, Kalantaridou S. Antimüllerian Hormone as a Tool to Predict the Age at Menopause. Geriatrics. 2023; 8(3):57. https://doi.org/10.3390/geriatrics8030057
Chicago/Turabian StyleChatziandreou, Efstathia, Andreas Eustathiou, Areti Augoulea, Eleni Armeni, Nikoletta Mili, Ioannis Boutas, Nikolaos Tsoltos, Antigoni Kapetanaki, and Sofia Kalantaridou. 2023. "Antimüllerian Hormone as a Tool to Predict the Age at Menopause" Geriatrics 8, no. 3: 57. https://doi.org/10.3390/geriatrics8030057
APA StyleChatziandreou, E., Eustathiou, A., Augoulea, A., Armeni, E., Mili, N., Boutas, I., Tsoltos, N., Kapetanaki, A., & Kalantaridou, S. (2023). Antimüllerian Hormone as a Tool to Predict the Age at Menopause. Geriatrics, 8(3), 57. https://doi.org/10.3390/geriatrics8030057