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Prince Henrys Institute of Medical Research (D.M.R., H.G.B.), Clayton, Victoria 3168, Australia; Department of Obstetrics and Gynaecology (G.E.H., I.S.F.), Queen Elizabeth II Research Institute for Mothers and Infants (DO2), University of Sydney, New South Wales 2006, Australia; Monash Institute of Health Services Research (D.J.), Monash University, Clayton, Victoria 3168, Australia; and Quintiles Inc. (C.L.H.), Research Triangle Park, North Carolina 27709
Address all correspondence and requests for reprints to: David Robertson, Ph.D., Prince Henrys Institute of Medical Research, P.O. Box 5152, Clayton, Victoria 3168, Australia. E-mail: david.robertson{at}princehenrys.org.
| Abstract |
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Objective: The aim of the study was to identify relationships between LH/FSH and estradiol, progesterone, inhibin A, inhibin B, and anti-Mullerian hormone (AMH) in ovulatory menstrual cycles across reproductive age.
Design: Serum ovarian and pituitary hormones were studied in a group of young (<35 yr; n = 21) and older (>45 yr; n = 55) women. The slopes of the regression lines relating the ovarian and pituitary hormones were determined by multiple linear regression analysis and expressed with 95% confidence intervals for each ovarian hormone, with FSH and LH as independent variables. Both simultaneous and delayed (time lagged) relationships were examined.
Results: Clear associations were evident for the lagged prediction of FSH, with significant negative associations being evident with inhibin B and AMH in the follicular phase and with estradiol, inhibin B, progesterone, and AMH in the luteal phase. For the lagged prediction of LH, significant positive and negative associations were observed with estradiol and inhibin B, respectively, in the follicular phase and a negative association with progesterone and inhibin B in the luteal phase.
Conclusions: It is concluded that in the follicular phase, inhibin B is a major feedback regulator of FSH and may also be a negative feedback regulator of LH. AMH may be indirectly involved in FSH regulation.
| Introduction |
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The large database available (77 cycles, seven hormones, 10 time points) permits a comprehensive analysis with the basic tenet being that age-related hormone changes in ovarian and pituitary hormone levels are primarily attributable to a decrease in ovarian feedback on the pituitary. Use of data from cycles in young and older reproductive-aged women was predicted to reveal relationships as ovarian feedback declined because of decreasing ovarian reserve, analogous to the analysis of TSH/T4 relationships in primary hypothyroidism.
Using multiple linear regression analysis, our objective was to explore: 1) independent relationships between serum levels of ovarian hormones (estradiol, progesterone, inhibins A and B, AMH) and both pituitary hormones (FSH and LH) as assessed in simultaneously measured samples; 2) independent relationships between serum levels of ovarian hormones (estradiol, progesterone, inhibins A and B, AMH) and both pituitary hormones (FSH and LH) after the application of a 3-d time-lag; and 3) which of the ovarian hormones best predicts changes in FSH and LH as a basis for assessing their role in the feedback regulation of the two gonadotropins.
We have concluded that inhibin B is most likely the primary ovarian factor regulating FSH and possibly LH, whereas steroids exert their action in a positive and negative fashion primarily on LH. AMH is negatively associated with FSH; however, it is not believed to contribute directly to the feedback regulation of FSH.
| Subjects and Methods |
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Simultaneous analysis
Multiple linear regression analyses were undertaken simultaneously: 1) within 3-d windows in the follicular and luteal phases; and 2) across the whole follicular and luteal phases.
Time-lagged analyses
It was anticipated that the pituitary response to a change in ovarian activity is likely to be delayed and that a time-lagged analysis may be more informative than an analysis based solely on simultaneously obtained samples. Several studies (6, 7) have shown that increases in serum FSH and LH after steroid (and inhibin) withdrawal at ovariectomy in women are prolonged, taking days to weeks to reach a maximum response, with the earliest response between 12 and 24 h for FSH and 1–3 d for LH (6, 7). To explore the concept of time-lagged associations further, the linear regression analyses were performed using a 3-d lag interval within the follicular and luteal phases of the cycle. The main objective was to identify which ovarian factors correlated with a 3-d delayed response in FSH and LH. In other words, would low levels of inhibin B in the early follicular phase predict raised levels of FSH in the midfollicular phase as assessed with a 3-d time delay? The lagged data analysis was performed across the follicular phase (menstruation
early follicular phase (fp); early fp
mid fp; mid fp
late fp) and the luteal phase (lp) (early lp
mid lp; mid lp
late lp). In addition, using the same approach, the effects of pituitary gonadotropins on ovarian hormones 3 d later were explored.
Statistical analyses
The lack of symmetry in cross-sectional distributions of hormone levels was accommodated using a logarithmic transformation for each hormone measurement. When both variables in a regression are log-transformed, the regression slope coefficient as a power coefficient for the underlying raw variables can be interpreted as: log (y) = a + b log (x)
y = A xb, where log (A) = a.
The slope coefficient, b, from log-log regression represents the magnitude of relative change in y associated with a relative change in x. The slope coefficient, b, does not depend on the units of measurement of either predictor x or outcome y; hence, comparisons of magnitude between slope coefficients from different predictor variables are valid.
Random-effects repeated-measures multivariable linear regression models were used to estimate the strength of relationships between hormone levels and time and between cross-sectional hormone values. To model the temporal evidence for cause-effect relationships, we lagged, by the least unit of time (3 d), the dependent variables, relative to the independent, in some regression models. Stata Release 10 (StataCorp, College Station, TX) was used to perform all regression analyses and graphical displays.
| Results |
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Simultaneous analyses
As a representative assessment, the relationship between FSH and all the other hormones in the early follicular phase is shown in Fig. 1
and the correlation coefficients of key relationships are presented in Table 1
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In the luteal phase (Fig. 3C
), a negative association was observed between FSH and estradiol [–0.33 (–0.53 to –0.13)], AMH [–0.15 (–0.10 to –0.20)], and progesterone [–0.54 (–0.68 to –0.39)]. In this phase, a significant (P < 0.001) and marked negative association was observed between LH and progesterone [–0.82 (–1.01 to –0.63)].
The slopes of regression lines for FSH vs. estradiol or inhibin B were not significantly different when the above analyses were undertaken in the less than 40 yr and more than 40 yr age groups (Fig. 4
), despite the elevated levels of FSH in the older age group.
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In the luteal phase, in the lagged prediction of FSH (Fig. 3D
), negative associations were evident for estradiol [–0.27 (–0.43 to –0.10)], inhibin A [–0.20 (–0.30 to –0.10)], inhibin B [–0.17 (–0.30 to –0.00)], progesterone [–0.18 (–0.28 to –0.10)], and AMH [–0.10 (–0.15 to –0.10)]. For the corresponding lagged prediction of LH, a clear negative association with progesterone [–0.39 (–0.55 to –0.20)] was evident, but there was little or no evidence of association for AMH, inhibin B, and estradiol (Fig. 3D
).
The associations for the lagged prediction of ovarian hormones by FSH and LH were also investigated. Significant positive lagged associations were observed in the follicular phase between inhibin A and LH [0.38 (0.09 to 0.67)], and estradiol and LH [0.35 (0.09 to 0.61)], whereas a significant negative lagged association was noted between AMH and FSH [–0.32 (–0.62 to –0.02)] in the follicular phase, but not LH. Inhibin A and B showed no significant relationships (data not shown).
FSH (but not AMH or inhibin B) in the midfollicular phase predicts estradiol positively [0.41 (0.12:0.70)] and progesterone negatively [–0.35 (–0.60 to –0.092)] in the midluteal phase. Both these associations were significant in the more than 40 yr age group [estradiol, 0.41 (0.12 to 0.70); progesterone, –0.40 (–0.053 to –0.75)], but not in the less than 40 yr age group.
| Discussion |
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To characterize these relationships, simultaneous and 3-d time lagged multiple regression analyses between ovarian and pituitary hormones were performed within the follicular and luteal phases of the cycle according to age categories. The former analysis highlights relationships between hormones that are attributed to age-related changes, including changes associated with the menopause transition. The second approach was chosen on the premise that a regulatory role of a hormone produced by one organ (the ovary) will take time to exert its effect on the hormone production of another organ (the hypothalamo-pituitary unit). Because the samples in this study were pooled into 3-d intervals across the follicular and luteal phases, a 3-d interval was chosen for the time-lag analyses between ovarian hormone levels and pituitary hormone levels.
Relationships between ovarian and pituitary hormones
Analyses of data from simultaneously obtained samples within each phase of the menstrual cycle revealed a strong inverse relationship (P < 0.001) between FSH as the independent variable and both estradiol and AMH in the follicular phase of ovulatory cycles (Figs. 2
and 3
). This relationship was not altered with age (Fig. 4
). Inhibin B showed a significant negative relationship with FSH (P = 0.008) in the midfollicular stage of the cycle (Fig. 2
), although at lower significance (P = 0.068) when tested over the combined stages of the follicular phase (Fig. 3
).
When comparisons were made within cycle in the follicular phase between ovarian hormone levels and pituitary hormone levels obtained 3 d later (lagged samples), inhibin B (P < 0.001) and AMH (P < 0.001), but not estradiol, progesterone, or inhibin A, showed a strong negative association with FSH (Fig. 3
).
This negative association with inhibin B is seen at both younger and older ages but becomes obvious as a result of the age-related decline in ovarian reserve and thus inhibin B secretion, leading to a concomitant increase in FSH. The inverse relationship between FSH and inhibin B is consistent with the recognized feedback role of inhibin B on FSH secretion (8, 9, 10). Overall, however, estradiol (a regulator of overall FSH "tone or setting") and inhibin B (the major negative feedback factor) appear to be the main factors regulating FSH across age and within cycle, although further analysis will be needed to confirm whether these conclusions apply within discrete phases of the menstrual cycle.
AMH and FSH
AMH has no known role in the regulation of FSH, nor is AMH known to inhibit FSH secretion or to be stimulated by gonadotropins (11, 12, 13, 14, 15, 16, 17). AMH is primarily a product of granulosa cells from small but not primordial follicles (12). A number of studies [recently reviewed by Visser et al. (13)], suggest that plasma AMH reflects the size of the resting pool of pre-FSH-dependent follicles (14) and thus is a good marker of ovarian reserve. These data and those in mice (15) suggest that AMH plays a role in inhibiting the expansion of the primordial follicle pool with no evidence of an endocrine role in regulating gonadotropin secretion. Nonetheless, in this study, a highly significant negative association between AMH and FSH was noted over the menstrual cycle at all ages and within cycle (as assessed by lagged- phase regression analysis) even after accounting for the known FSH regulators (estradiol, inhibin A, inhibin B, and progesterone) in the analysis. These findings are supported by studies of normal ovulatory menstrual cycles of young women (16) where a significant negative correlation was observed between FSH and AMH and in women undergoing in vitro fertilization treatment (11, 17). In these latter studies in which the ovary was hyperstimulated with FSH, serum AMH decreased by up to 25% whereas FSH increased (11, 17). It was concluded that the decrease in AMH could be due to a fall in the number of 2- to 5-mm follicles (occurring with FSH hyperstimulation) (17) or FSH inhibition of AMH production as seen in vitro in granulosa cells obtained from PCOS patients (18). However, there is no evidence for a regulatory feedback mechanism between AMH and FSH. It remains unknown whether FSH exerts any effect on AMH secretion, either directly or indirectly, but it appears that AMH is not a feedback regulator of FSH within the ovarian-pituitary axis. AMH however is a marker of declining ovarian reserve and may contribute to the elevations in FSH by unknown mechanisms. Based on the proposition that AMH is a marker of follicle reserve, it would be interesting to assess whether antral follicle count rather than AMH is an independent correlate of FSH. In such an analysis, AMH would no longer be associated with FSH. Unfortunately, antral follicle count was not determined in this study.
Inhibin B and LH
Surprisingly, a significant negative association was seen in the follicular phase between inhibin B and LH, suggesting that inhibin B may also be a regulator of LH. This is an area of considerable controversy because it is generally recognized that inhibins exert a differential inhibitory effect on FSH (8), whereas LH is under the influence of ovarian steroids and possibly gonadal factors such as gonadotropin surge-attenuating factor (19). Administration of purified preparations of inhibin A either as a bolus or by infusion in monkeys (20, 21, 22), sheep (23), and rats (24, 25) results in a decline in circulating FSH but not LH. However, there is in vivo evidence in immature (but not mature) male rats (25) and in vitro in rat primary pituitary cell cultures that inhibin A suppresses LH secretion (but not LH synthesis), LH response to GnRH stimulation (26, 27), and GnRH receptor levels (26). These data suggest that the effect of inhibins on LH may be a combination of a decrease in LH stores and a decrease in the ability of the gonadotroph to respond to GnRH, of which the latter is affected by age in males (25) and cycle stage in females (27).
Based on these data, we postulate that an inhibin B:LH feedback mechanism may exist in the human female, but that this mechanism is less pronounced than that seen with the inhibin B:FSH feedback mechanism, and that this inhibition is likely to be modified by the changing endocrinology of the menstrual cycle.
Estradiol and FSH/LH
The inverse relationship between estradiol and FSH observed over the follicular and luteal phases of the menstrual cycle (Figs. 2
and 3
) is consistent with previous studies (28, 29, 30, 31, 32), in support of an inhibitory effect of estradiol on FSH secretion, although by time-lagged analysis a significant difference was only detected in the luteal phase. This latter finding is consistent with findings of in vivo studies with the estradiol receptor antagonist, tamoxifen (33), in which estradiol was more effective in inhibiting FSH in the luteal compared with the follicular phase; however, results from this study did not support this distinction. Based on the failure to obtain a significant response in the lagged-phase hormone analyses in the follicular phase, these data suggest that estradiol (and probably progesterone) is involved in defining the tonic pituitary:ovarian hormonal settings within cycle, which alter with reproductive age. The positive association between estradiol and LH seen in the lagged analysis in the follicular phase is consistent with the recognized augmentation effect of estradiol on GnRH secretion before ovulation (28).
Progesterone and FSH/LH
In the follicular phase, progesterone is positively correlated with FSH and LH (Figs. 2
and 3
). This relationship is supported by findings (34) that progesterone has an augmentative effect on FSH/LH in the late follicular phase of the cycle and that this effect is attributed in part to augmentation of GnRH release of gonadotropins by pituitary gonadotropes (34). In the luteal phase, an inverse relationship was observed between progesterone and both FSH and LH, similar to studies in postmenopausal women after a sequential estradiol plus progesterone treatment (28, 31), and this suggests an inhibitory role, with primarily a hypothalamic site of steroid action.
Although analyses in this study were primarily centered on the influence of ovarian hormones on FSH and LH, a reverse time-lagged analysis was undertaken correlating gonadotropin levels with ovarian hormone levels lagged 3 d later. In the follicular phase, there was no association between FSH and either lagged inhibin A or B. Significant positive associations between LH and inhibin A and estradiol in the follicular phase support the known trophic action of LH.
Our previous studies (1, 2, 3) noted that the patterns of pituitary and ovarian hormones throughout the menstrual cycle change with the onset of irregular cycles, leading to decreases in serum inhibins, AMH, and progesterone and elevations in gonadotropins and late luteal estradiol levels. The latter increase in estradiol was seen only during irregular menopause transition ovulatory cycles and was associated with lower luteal phase progesterone, higher early cycle FSH, and lower early cycle inhibin B. The luteal phase rise in estradiol was attributed to the premature initiation of folliculogenesis during the luteal phase of an existing ovulatory cycle. This premature folliculogenesis was proposed to have been driven by markedly elevated follicular phase FSH and was referred to as a LOOP (luteal out of phase) event (2). In this study, a significant positive association between follicular phase FSH and luteal phase estradiol was observed in further support of this hypothesis.
Conclusion
These analyses extend our understanding of the ovarian regulation of pituitary secretion of FSH/LH. The key roles of inhibin B in regulating FSH and of estradiol/progesterone in the regulation of FSH/LH are also supported. The potential role of inhibin B in regulating LH, however, requires further investigation. Although it is concluded that AMH is not an ovarian feedback regulator of pituitary FSH/LH, its marked inverse association with FSH is surprising and may yet indicate an unrecognized role.
| Acknowledgments |
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| Footnotes |
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Authors Disclosure Information: G.E.H., C.L.H., D.J., and I.S.F. have nothing to disclose. H.G.B. and D.M.R. are inventors on patents AU85/00119 and AU86/00097.
First Published Online October 14, 2008
Abbreviations: AMH, Anti-Mullerian hormone; CI, confidence interval.
Received August 1, 2008.
Accepted October 7, 2008.
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