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ORIGINAL ARTICLE: ASSISTED REPRODUCTION 
Defining the ‘‘sweet spot’’ for 
administered luteinizing 
hormone-to-follicle-stimulating 
hormone gonadotropin ratios during 
ovarian stimulation to protect against 
a clinically significant late follicular 
increase in progesterone: an analysis 
of 10,280 first in vitro 
fertilization cycles* 
Marie D. Werner, M.D.,a Eric J. Forman, M.D.,a,b Kathleen H. Hong, M.D.,a Jason M. Franasiak, M.D.,a 
Thomas A. Molinaro, M.D., M.S.C.E.,a,b and Richard T. Scott Jr., M.D., H.C.L.D.a,b 
a Division of Reproductive Endocrinology, Department of Obstetrics, Gynecology and Reproductive Sciences, Robert Wood 
Johnson Medical School, Rutgers University, New Brunswick; and b Reproductive Medicine Associates of New Jersey, 
Basking Ridge, New Jersey 
Objective: To determine whether different ratios of administered LH-to-FSH influence the risk of clinically relevant late follicular 
P elevations and whether there is an optimal range of LH-to-FSH to mitigate this risk. 
Design: Retrospective cohort. 
Setting: Private academic center. 
Patient(s): A total of 10,280 patients undergoing their first IVF cycle. 
Intervention(s): None. 
Main Outcome Measure(s): The ratio of exogenous LH-to-FSH throughout stimulation and association with absolute serum P level 
R1.5 ng/mL on the day of hCG administration. 
Result(s): Stimulations using no administered LH (N ¼ 718) had the highest risk of P elevation R1.5 ng/mL (relative risk [RR] ¼ 2.0; 
95% confidence interval [CI] 1.8–2.2). The lowest risk of P increase occurred with an LH-to-FSH ratio of 0.30:0.60 (20%; N ¼ 4,732). In 
contrast, ratios <0.30, reflecting proportionally less administered LH (N ¼ 4,847) were at increased risk for premature P elevation (32%, 
RR¼1.6; 95% CI 1.5–1.7) as were ratios>0.60 (23%, RR 1.1; 95% CI 1.0–1.3). This pattern of lowest risk in the 0.30–0.60 range held true 
for cycles characterized by low, normal, and high response. When performing a logistic regression to control for multiple confounding 
variables this relationship persisted. 
Received April 3, 2014; revised July 3, 2014; accepted July 7, 2014. 
*This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). 
M.D.W. has nothing to disclose. E.J.F. has nothing to disclose. K.H.H. has nothing to disclose. J.M.F. has nothing to disclose. T.A.M. has nothing to disclose. 
R.T.S. has nothing to disclose. 
Reprint requests: Marie D. Werner, M.D., Reproductive Medicine Associates of New Jersey, 140 Allen Road, Basking Ridge, New Jersey 07920 (E-mail: 
mwerner@rmanj.com). 
Fertility and Sterility® Vol. -, No. -, - 2014 0015-0282/$36.00 
Copyright ©2014 The Authors. Published by Elsevier Inc. 
http://dx.doi.org/10.1016/j.fertnstert.2014.07.766 
VOL. - NO. - / - 2014 1
ORIGINAL ARTICLE: ASSISTED REPRODUCTION 
Conclusion(s): Absent or inadequate LH dosing is associated with a risk for a late follicular elevation in P sufficient to induce suboptimal 
outcomes. A total LH-to-FSH ratio of 0.30:0.60 was associated with the lowest risk of P 
elevation. Optimization of this parameter should be considered when making gonadotropin 
dosing decisions. (Fertil Steril 2014;-:-–-. 2014 by American Society for Reproductive 
Medicine.) 
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Key Words: Gonadotropins, late follicular increase in progesterone, exogenous LH, exogenous 
to scan this QR code 
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Discuss: You can discuss this article with its authors and with other ASRM members at http:// 
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The hormonal milieu, which accompanies a supraphy-siologic 
response to controlled ovarian hyperstimula-tion 
(COH), has been associated with impaired 
endometrial receptivity. Much of this diminution has been 
attributed to significant increases in circulating E2 concentra-tions; 
however, other changes that accompany superovula-tion 
may also impact endometrial receptivity. One such 
factor may be subtle increases in P levels during the late 
follicular phase (1, 2). These P elevations are important as 
they prognosticate suboptimal clinical outcomes (3–5). 
Early literature describing these elevations assumed that 
they were part of the spectrum of early and excessive LH 
effect on the maturing follicles. As such, they were termed pre-mature 
luteinization (6, 7). There are twopotential sources of LH, 
either exogenous from injectable gonadotropins or endogenous 
from the pituitary. Given the near universal practice of 
administering a GnRH agonist or a GnRH antagonist during 
stimulation, premature LH surges should be uncommon and 
pointed to exogenous LH as a possible causative agent. 
More recently, studies have compared the prevalence of pre-mature 
P elevations in patients receiving pure FSH stimulations 
to those receiving hMG alone (8, 9). Given that the hMG group 
received pharmacologic levels of LH stimulation, it might 
seem intuitive that they would have had a higher prevalence 
of premature P elevations. In fact, those women receiving 
hMG had a lower risk. This suggests that a relationship 
between LH and premature P elevations is complex and may 
not be wholly attributed to excessive stimulation. 
These data suggest that optimizing the effect of LH during 
COH may be dependent on both the level of exogenous LH and 
FSH that are administered (10–12). The impact of different 
administered LH-to-FSH ratios during stimulation have not 
been studied in detail. To that end, this study seeks to deter-mine 
whether different ratios of LH:FSH activity in stimula-tion 
protocols impact the risk for premature P elevation and 
whether those differences also apply to different ovarian 
response groups. 
MATERIALS AND METHODS 
Population 
In this retrospective cohort study, all patients attempting 
conception through IVF from October 1999 to May 2013 were 
reviewed. Patients undergoing their first IVF cycle in this pro-gram 
and whose superovulation protocol used either GnRH 
agonist down-regulation or a GnRH antagonist were selected 
for further study. Patients using microdose GnRH agonist flare 
protocols were excluded, as there was no mechanism to quan-tify 
the contribution of endogenous LH release on the overall 
level of LH stimulation. Patient characteristics and demo-graphic 
information were recorded. Response to stimulation 
was measured by the number of mature metaphase II oocytes 
obtained after vaginal oocyte retrieval. This retrospective anal-ysis 
of data was Institutional Review Board approved by West-ern 
Institutional Review Board, protocol 20021333. 
Study Design 
The purpose of this study was to determine whether variations 
in the relative amounts of exogenous LH and FSH impact the 
risk for significant P elevations before the administration of 
hCG to induce final oocyte maturation. The ratio of exoge-nous 
LH to FSH was calculated based on the total dose of 
each medication administered throughout the cycle. Starting 
dosages and protocol were selected by the primary physician 
in relation to patient characteristics, such as age, ovarian 
reserve, and prior history, but were also guided by insurance 
restrictions. Overall medication dosages maintained a rela-tively 
constant ratio throughout the stimulation as per prac-tice 
standards. Although doses infrequently changed 
throughout the cycle, this metric was believed to be the 
most reflective of total LH exposure. Serum levels of LH and 
FSH were not routinely measured during cycles. 
The quantity of FSH was expressed in international units 
and was based on total FSH dose without regard to whether it 
was from a pure FSH preparation (recombinant or purified), 
an hMG preparation, or a combination of the two. The quan-tity 
of LH was also expressed in international units when us-ing 
hMG or recombinant LH. One ampule of hMG was 
considered to have 75 IU of LH activity. In the case of low 
dose hCG administration, 10 IU was designated to be equiva-lent 
to 75 IU of LH. Starting and total doses of exogenous LH 
and FSH were recorded for each included cycle. The LH-to- 
FSH ratio was calculated by simply dividing the total LH 
dose by the total FSH dose administered. Serum P levels 
were measured throughout the cycle, and the P level on the 
day of hCG administration was also documented to assess 
for clinically significant late follicular P elevations. 
Assay 
Serum P was determined using the Immulite 2000 immuno-assay 
system (Siemens). The interassay coefficient of variation 
2 VOL. - NO. - / - 2014
(CV) was 5.58% and intra-assay CV was 5.25% for this system. 
For the purposes of this study, P levelsR1.5 ng/mL on day of 
hCG administration were characterized as a late follicular in-crease 
in P, based on a review of internal data that showed the 
same diminution in outcome as published literature (1, 13) 
(data not shown). 
Cycles were stratified based on the total ratio of exoge-nous 
LH to exogenous FSH used. (For example a patint who 
received a protocol with a starting dose of 150 IU of recombi-nant 
FSH and 2 ampules of hMG and maintained this dose for 
10 days of stimulation would have received a total exogenous 
LH dose of 1,500 IU and a total exogenous FSH dose of 3,000 
IU and would be categorized as having an LH-to-FSH ratio of 
0.5.) A total of 18 groups of exogenous LH-to-FSH exposure 
were defined to compare meaningful data points in a large 
population. These 18 groups spanned a ratio from no exoge-nous 
FSH (0) to ratiosR0.81, with an incremental increase of 
0.05 between each group. 
The data were then stratified relative to ovarian response 
and the same groups were identified in relation to the number 
of mature oocytes obtained. This was in an effort to control 
for the intrinsic differences in response groups, as each group 
was exposed to varying levels of endogenous LH, which may 
impact overall outcomes. Low ovarian response was defined 
as a cycle in which %4 metaphase II oocytes were retrieved. 
Similarly, a normal response was defined by having 5–19 
metaphase II oocytes retrieved and high response by R20 
mature oocytes. 
Statistical Analyses 
Statistical analysis was performed using Analyse-it for Excel 
version 2.26 and STATA version 12. A contingency table was 
applied for categorical variables and a receiver operator char-acteristic 
curve was used to determine the optimal ratio of LH-to- 
FSH administered. Statistical significance was set at 
P.05. This analysis was performed for the population as a 
whole, and then repeated for the group analysis. Logistic 
regression was used for the entire population to model the 
relationship between elevated serum P (R1.5 ng/dL) and 
the starting LH-to-FSH ratio as a continuous variable and 
as a dichotomous variable using cutoffs of 0.3 and 0.6, as 
Fertility and Sterility® 
well as comparing those subjects with the range of 0.3–0.6 
to all others. Confounding variables including the number 
of follicles, age, stimulation protocol, serum E2 at the time 
of trigger, and diagnosis were controlled for using multivar-iate 
logistic regression. 
This study does not include a direct comparison of im-plantation 
and delivery rates in the various LH-to-FSH ratio 
groups. This reflects the fact that clinical management was 
not similar in the various groups. During the study interval, 
transfer timing was influenced by the presence or absence 
of P levels 1.5 ng/mL on the day of hCG administration. 
When elevations were detected, embryos were typically cryo-preserved 
and transferred in a subsequent cycle. Thus patients 
in groups with higher or lower risks for P elevations would 
have very different transfer strategies preventing meaningful 
comparison of cycle outcomes such as pregnancy rates (PRs). 
RESULTS 
Population Characteristics 
A total of 10,280 cycles were included for analysis. There were 
5,393 cycles using a GnRH agonist down-regulation protocol 
and 4,887 using an antagonist protocol. The average age of 
patients included was 34.7  4.3 years. The average 
maximum FSH value on day 3 was 6.42.4 IU/L. The average 
body mass index (BMI) was 25.4  5.9 kg/m2. Additional de-mographic 
information is provided in Table 1. 
In the group analysis there were a total of 1,803 low 
response cycles, with an average age of 36.5  4.2 years, 
FSH 7.0  2.7 IU/L, and BMI 25.1  5.8 kg/m2. The normal 
response group included 7,218 cycles with an average age 
of 34.6  4.2 years, FSH 6.4  2.3 IU/L, BMI 25.5  5.9 kg/ 
m2. In the high response group, there were a total of 1,259 
cycles with an average age of 33.1  4.0 years, FSH 5.6  
1.9 IU/L, BMI 25.3  5.8 kg/m2. 
Evaluation of the Ratio of Total Exogenous LH-to- 
FSH Dosing in Stimulation 
Cycles were stratified based on the ratio of LH-to-FSH into the 
18 designated small groups. A receiver operator characteristic 
curve was then created and two critical breakpoints were 
TABLE 1 
Demographic information. 
Primary diagnosis 
category 
No. of 
patients (%) 
Age (y) 
(mean ± SD) 
Day 3 FSH (IU/L) 
(mean ± SD) 
BMI (kg/m2) 
(mean ± SD) 
No. of antral 
follicles 
(mean ± SD) 
Estradiol on day 
of surge (pg/mL) 
No. of M2s 
(mean ± SD) 
DOR 436 (4) 38.5  3.8 7.6  3.0 24.3  4.6 8.3  4.4 1,365.9  718.9 6.2  4.4 
Endometriosis 666 (6) 33.7  3.9 6.5  2.3 24.1  4.6 11.5  7.1 1,843.0  1,004.1 9.0  6.7 
Male 3,422 (33) 33.9  4.2 6.5  2.3 25.3  5.6 13.6  7.4 2,046.9  1,121.7 11.2  6.8 
Other 894 (9) 35.0  4.3 6.5  2.4 25.0  5.3 12.5  7.5 1,954.8  1,096.5 10.8  7.2 
Ovulatory dysfunction 2,327 (23) 33.4  4.3 5.8  2.3 26.7  7.2 17.6  10.9 2,254.5  1,217.5 12.7  8.1 
Tubal 1,118 (11) 34.6  4.0 6.7  2.3 25.9  5.7 12.0  7.1 1,995.7  1,117.0 10.5  7.5 
Unknown 1,200 (12) 34.7  4.2 6.5  2.2 24.0  4.7 12.7  8.0 2,042.6  1,047.6 9.9  6.7 
Uterine 217 (2) 36.2  4.1 6.6  2.2 25.8  6.0 11.6  6.6 1,964.9  1,020.5 9.8  6.9 
Note: BMI ¼ body mass index; DOR ¼ diminished ovarian reserve; M2 ¼ metaphase II oocyte. 
Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. 
VOL. - NO. - / - 2014 3
ORIGINAL ARTICLE: ASSISTED REPRODUCTION 
identified at which the LH-to-FSH ratio was associated with 
the greatest risk in a premature increase in P, specifically 
0.30 or 0.60. Once these breakpoints were determined, 
groups of exposure were compared to ascertain the optimal 
range of exogenous LH to exogenous FSH associated with 
the lowest risk of a premature increase in P. The lowest risk 
of a premature increase in P was noted in the seven groups 
spanning the LH-to-FSH ratio of 0.30–0.60 (20%; N ¼ 
4,732; P.001). 
Population Outcomes 
Controlled ovarian stimulations using a ratio of 0.30 to 0.60 
had the lowest risk of a premature increase in P with only 
20% of cycles exhibiting this pattern. This group was then 
compared with cycles using no LH, a lower proportion of 
exogenous LH, or a higher proportion of exogenous LH. Pa-tients 
using no LH in their stimulation had a 40% chance of 
exhibiting a premature increase in P and this was statistically 
higher than the aforementioned group (P.001, relative risk 
[RR] ¼ 2.0; 95% confidence interval [CI] 1.8–2.2). Similarly, 
32% cycles with an LH-to-FSH ratio of 0.30 had a prema-ture 
increase in P (P.001; RR¼1.6, 95% CI 1.5–1.7). Finally, 
23% of cycles with an LH-to-FSH ratio of 0.60 exhibited a 
premature increase in P, which was significantly higher 
than the 0.30-to-0.60 ratio (P¼.03; RR ¼ 1.1, 95% CI 
1.0–1.3) (Fig. 1). 
Response Group Outcomes 
When the analysis was performed for the 18 groups, differ-ences 
between each group were also evident. Cycles using 
absolutely no exogenous LH had the highest risk of a prema-ture 
increase in P, as mentioned previously, with 40% hav-ing 
a P level R1.5 ng/mL at the end of stimulation, 
significantly higher than all other subgroups (P.001; RR 
¼ 2.0, 95% CI 1.8–2.2). However, extremes of stimulation, 
both high and low, were associated with significant risk 
for a late increase in P. Specifically, patients with ratios of 
exogenous LH-to-FSH that deviated the furthest from the 
lowest risk range had the most substantial increase in P. 
In the subanalysis, where differing response groups were 
analyzed, the critical breakpoints identified from the receiver 
operator characteristic curve were applied and the same 
pattern appeared. Overall, the percentage of patients with a 
premature increase in P was significantly different among 
response groups (P.001); highest in high response at 37% 
risk, intermediate in normal response at 22% risk, and lowest 
in low response at 11% risk. The lowest risk of a premature in-crease 
in P was noted in the seven groups spanning the LH-to- 
FSH ratio ranges of 0.30–0.60 (Fig. 2). 
Similar to the large group analysis patients using no LH in 
their stimulation had the greatest risk of a premature increase 
in P when compared with all other LH-to-FSH ratios. This risk 
was 32% in the normal response group and 57% in the high 
response groups (P.001). This analysis was not applicable 
to the low response group, as only one cycle did not include 
exogenous LH. Similar to the entire cohort, cycles with LH-to- 
FSH ratios that deviated furthest from the optimal range 
had the most substantial increases in P. 
Logistic regression was used to model the relationship be-tween 
the LH-to-FSH ratio and a premature increase in serum 
PR1.5 ng/mL. Subjects with an LH-to-FSH ratio between 0.3 
and 0.6 were less likely to have an elevated serum P on the day 
of trigger (odds ratio [OR] ¼ 0.5, 95% CI 0.45–0.55; P.001). 
When controlling for the number of follicles 14 mm, stim-ulation 
protocol, serum E2 on the day of trigger, and diagno-ses 
of polycystic ovary syndrome (PCOS) and diminished 
ovarian reserve, this relationship persisted (OR ¼ 0.42, 95% 
CI 0.38–0.47; P.001). 
DISCUSSION 
Increasing evidence during the past several years has 
confirmed that late follicular elevations in P during IVF stim-ulation 
predict suboptimal clinical outcomes after fresh ET (8, 
14, 15). For example, it has been recently demonstrated that 
an increase in P R1.5 ng/mL before hCG administration 
was the critical threshold at which clinical outcomes were 
diminished in one large assisted reproductive technology 
(ART) program (1). The results of the present study provide 
insight into an iatrogenic cause of a late follicular increase 
in P, and possibly a way to protect against this adverse effect. 
The most likely explanation for the adverse impact of this 
effect relates to advancement of endometrial receptivity re-sulting 
from a premature secretory transformation due to 
supraphysiologic serum P levels (16). The question remains 
whether clinical management decisions impact these late P 
increases and whether there are specific interventions that 
would reduce risk. One option would be to trigger final oocyte 
maturation early during stimulation (17); however, it is diffi-cult 
to predict when P will cross a critical threshold that im-pairs 
receptivity and this may also result in a suboptimal 
yield of mature oocytes at retrieval. Although routine cryo-preservation 
of the cohort of embryos has been proposed, 
this introduces an intervention and delay in pregnancy for 
a majority of patients who would otherwise have favorable 
FIGURE 1 
The incidence of late follicular increase in P is significantly lower in 
cycles with an administered LH-to-FSH ratio between 0.30 and 
0.60. P.001 for FSH only to 0.30–0.60; P.001 for 0–0.30 to 
0.30–0.60; P¼.03 for 0.30–0.60 to 0.60. 
Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. 
4 VOL. - NO. - / - 2014
outcomes with a fresh ET. If there were a way to reduce the 
risk of late P elevations, this could provide an opportunity 
for a higher proportion of patients to undergo fresh ET 
without being subjected to the adverse impact of premature 
P increases. 
The purpose of the current study was to determine 
whether the risk of significant premature P increase is related 
to one of the most fundamental clinical decisions made by 
reproductive endocrinologists during IVF stimulation, 
namely the composition of the gonadotropins administered. 
When analyzing an extremely large dataset of more than 
10,000 IVF cycles, it was determined that in fact the dosing 
decisions made by clinicians do impact the risk of premature 
P increase and these data point to a method to reduce this risk: 
including an adequate proportion of LH activity during 
stimulation. 
Because pituitary LH is the signal that initiates follicular 
luteinization with the accompanying massive production of 
P, it seemed intuitive that excessive exogenous LH in stimu-lation 
may have a similar effect, thus driving up serum 
P levels. This prompted the development of pure FSH prepara-tions 
and a shift in clinical practice to prescribe FSH-only pro-tocols. 
The results of the Menotropin versus Recombinant FSH 
in vitro Fertilization Group (MERIT) trial, which compared 
serum and follicular P levels, at first appeared counterintui-tive 
(9). Patients randomized to receive pure FSH actually 
had higher P levels than those receiving hMG-only protocols. 
In light of the two-cell, two-gonadotropin theory, as 
described previously, this should not have been so surprising 
(18). Excessive FSH stimulation may increase production of P 
and other precursors from the granulosa cells (GC). Therefore, 
including some LH in stimulation protocols to counterbalance 
the effect of FSH may help reduce the risk of late follicular P 
increases. 
These analyses reveal that variations in the relative pro-portion 
of LH and FSH administered have a substantial impact 
on the outcomes of ovarian stimulation. A ratio of LH-to-FSH 
Fertility and Sterility® 
that falls between 0.30 and 0.60 during the cycle provides the 
lowest risk of a premature increase in P and represents a target 
‘‘sweet spot’’ for clinicians. This relationship holds true for low 
responders, normal responders, and high responders. Howev-er, 
it is notable that high responders had the greatest risk of a 
premature increase in P when compared with all other groups. 
It is important to note that in this analysis, only the absolute 
level of P was considered, not the relative proportion of E2 to P 
or P per mature follicle. A likely explanation for this increased 
risk in high responders relates to a cumulative effect of many 
follicles producing small amounts of P before hCG adminis-tration. 
Significantly, this population still had the lowest 
risk of P elevation when their LH-to-FSH ratio decreased 
within the 0.30–0.60 range. 
Interestingly, extremes of stimulation that deviated the 
furthest from the optimal ratio, or sweet spot, of 0.30–0.60, 
were at the greatest risk of a premature increase in P. The rela-tive 
risk of premature P increase was more pronounced in the 
lower ranges of the LH-to-FSH ratio spectrum than the .60 
range. 
These data suggest that the clinician can influence stim-ulation 
outcomes and protect against a premature increase in 
P by providing an appropriate amount of exogenous LH in 
stimulation to ensure thecal conversion of P to androgen pre-cursors. 
Stimulations using no exogenous LH had the highest 
risk of a premature increase in P and this finding confirms re-sults 
of previous literature (8, 19). With dose modifications 
during stimulation, absolute quantities of LH and FSH will 
vary throughout stimulation. It is important for clinicians to 
remain cognizant of this need to balance the ratio of LH-to- 
FSH to prevent a late follicular increase in P. 
Although there are many subtle differences in stimulation 
style and gonadotropin preferences that can yield excellent 
ART outcomes, the results of this large dataset may help refine 
these clinical decisions. As doses are reduced during step-down 
protocols, reducing the FSH component would help to 
keep the total administered LH-to-FSH ratio toward the 
FIGURE 2 
The optimal ratio of exogenous LH-to-FSH to prevent a premature increase in P according to response group. 
Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. 
VOL. - NO. - / - 2014 5
ORIGINAL ARTICLE: ASSISTED REPRODUCTION 
middle-to-upper range of the sweet spot. For example, a start-ing 
dose that provides an equivalent dose of pure FSH and 
hMG (or 10 IU of low dose human chorionic gonadotropin 
(LDHCG) for every 150 IU of pure FSH) would yield a ratio 
of 0.50 if the dose was maintained throughout stimulation. 
A slight reduction in the FSH component toward the end of 
stimulation, or an equal reduction of FSH and hMG together, 
would keep the total administered gonadotropin ratio within 
the desired range. 
In this analysis both LDHCG and hMG were included as 
sources of exogenous LH exposure. Very few cycles incorpo-rated 
recombinant LH. These preparations have different phar-macodynamics 
and a study comparing individual outcomes 
would be beneficial. The high risk population of patients 
with diminished ovarian reserve, who have an increased risk 
of late follicular P increases due to ‘‘premature luteinization,’’ 
often receive microdose GnRH agonist flare protocols in this 
center and, therefore, were not included. Consequently these 
results may not be generalizable to this population. 
A limitation of this study relates to its retrospective 
design. Although differences in risk were found consistently 
in the different LH-to-FSH ratios and these were consistent 
across age groups, this type of study cannot definitely prove 
that changing management in another population prospec-tively 
would improve endocrine dynamics during stimulation. 
The extremely large sample size, however, provides excellent 
precision regarding the risk of P increase in the different 
groups of LH-to-FSH ratio and ovarian response. Another 
confounding variable, which may limit generalized applica-tion, 
is that this analysis only reports total LH-to-FSH ratios 
during the entirety of a cycle rather than starting or changing 
doses. This ratio was chosen as the most accurate representa-tion 
of total gonadotropin dosage due to practice standards 
where gonadotropin dosages remain relatively constant 
throughout cycles. In addition, this large dataset could correct 
for potential sources of bias such as preferences of individual 
physicians within a large group practice. 
This study provides insight into the importance of exog-enous 
LH in stimulation and the necessity to include LH activ-ity 
to balance the deleterious effects of excessive exogenous 
FSH. The exclusion of exogenous LH in stimulation is iatro-genic, 
not physiologic, and may impair IVF outcomes by 
significantly altering the endocrine milieu and placing pa-tients 
at an increased risk of premature secretory transforma-tion 
and decreased endometrial receptivity at the time of ET. 
There appears to be a role for exogenous LH for all types of 
ovarian responders. Relative doses outside the sweet spot ratio 
of 0.30-to-0.60 are associated with the highest risk of a pre-mature 
increase in P that may translate into poorer overall 
outcomes and diminished clinical PRs. 
Acknowledgments: The authors thank Batsal Devkota for 
his assistance in data collection of the Reproductive Medicine 
Associates of New Jersey Bioinformatics team. 
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102:448–54.e1. 
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embryo transfer. Fertil Steril 1993;59:1090–4. 
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6 VOL. - NO. - / - 2014

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  • 1. ORIGINAL ARTICLE: ASSISTED REPRODUCTION Defining the ‘‘sweet spot’’ for administered luteinizing hormone-to-follicle-stimulating hormone gonadotropin ratios during ovarian stimulation to protect against a clinically significant late follicular increase in progesterone: an analysis of 10,280 first in vitro fertilization cycles* Marie D. Werner, M.D.,a Eric J. Forman, M.D.,a,b Kathleen H. Hong, M.D.,a Jason M. Franasiak, M.D.,a Thomas A. Molinaro, M.D., M.S.C.E.,a,b and Richard T. Scott Jr., M.D., H.C.L.D.a,b a Division of Reproductive Endocrinology, Department of Obstetrics, Gynecology and Reproductive Sciences, Robert Wood Johnson Medical School, Rutgers University, New Brunswick; and b Reproductive Medicine Associates of New Jersey, Basking Ridge, New Jersey Objective: To determine whether different ratios of administered LH-to-FSH influence the risk of clinically relevant late follicular P elevations and whether there is an optimal range of LH-to-FSH to mitigate this risk. Design: Retrospective cohort. Setting: Private academic center. Patient(s): A total of 10,280 patients undergoing their first IVF cycle. Intervention(s): None. Main Outcome Measure(s): The ratio of exogenous LH-to-FSH throughout stimulation and association with absolute serum P level R1.5 ng/mL on the day of hCG administration. Result(s): Stimulations using no administered LH (N ¼ 718) had the highest risk of P elevation R1.5 ng/mL (relative risk [RR] ¼ 2.0; 95% confidence interval [CI] 1.8–2.2). The lowest risk of P increase occurred with an LH-to-FSH ratio of 0.30:0.60 (20%; N ¼ 4,732). In contrast, ratios <0.30, reflecting proportionally less administered LH (N ¼ 4,847) were at increased risk for premature P elevation (32%, RR¼1.6; 95% CI 1.5–1.7) as were ratios>0.60 (23%, RR 1.1; 95% CI 1.0–1.3). This pattern of lowest risk in the 0.30–0.60 range held true for cycles characterized by low, normal, and high response. When performing a logistic regression to control for multiple confounding variables this relationship persisted. Received April 3, 2014; revised July 3, 2014; accepted July 7, 2014. *This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). M.D.W. has nothing to disclose. E.J.F. has nothing to disclose. K.H.H. has nothing to disclose. J.M.F. has nothing to disclose. T.A.M. has nothing to disclose. R.T.S. has nothing to disclose. Reprint requests: Marie D. Werner, M.D., Reproductive Medicine Associates of New Jersey, 140 Allen Road, Basking Ridge, New Jersey 07920 (E-mail: mwerner@rmanj.com). Fertility and Sterility® Vol. -, No. -, - 2014 0015-0282/$36.00 Copyright ©2014 The Authors. Published by Elsevier Inc. http://dx.doi.org/10.1016/j.fertnstert.2014.07.766 VOL. - NO. - / - 2014 1
  • 2. ORIGINAL ARTICLE: ASSISTED REPRODUCTION Conclusion(s): Absent or inadequate LH dosing is associated with a risk for a late follicular elevation in P sufficient to induce suboptimal outcomes. A total LH-to-FSH ratio of 0.30:0.60 was associated with the lowest risk of P elevation. Optimization of this parameter should be considered when making gonadotropin dosing decisions. (Fertil Steril 2014;-:-–-. 2014 by American Society for Reproductive Medicine.) Use your smartphone Key Words: Gonadotropins, late follicular increase in progesterone, exogenous LH, exogenous to scan this QR code FSH, stimulation and connect to the discussion forum for Discuss: You can discuss this article with its authors and with other ASRM members at http:// this article now.* fertstertforum.com/wernerm-lh-fsh-ratios-elevated-progesterone/ * Download a free QR code scanner by searching for “QR scanner” in your smartphone’s app store or app marketplace. The hormonal milieu, which accompanies a supraphy-siologic response to controlled ovarian hyperstimula-tion (COH), has been associated with impaired endometrial receptivity. Much of this diminution has been attributed to significant increases in circulating E2 concentra-tions; however, other changes that accompany superovula-tion may also impact endometrial receptivity. One such factor may be subtle increases in P levels during the late follicular phase (1, 2). These P elevations are important as they prognosticate suboptimal clinical outcomes (3–5). Early literature describing these elevations assumed that they were part of the spectrum of early and excessive LH effect on the maturing follicles. As such, they were termed pre-mature luteinization (6, 7). There are twopotential sources of LH, either exogenous from injectable gonadotropins or endogenous from the pituitary. Given the near universal practice of administering a GnRH agonist or a GnRH antagonist during stimulation, premature LH surges should be uncommon and pointed to exogenous LH as a possible causative agent. More recently, studies have compared the prevalence of pre-mature P elevations in patients receiving pure FSH stimulations to those receiving hMG alone (8, 9). Given that the hMG group received pharmacologic levels of LH stimulation, it might seem intuitive that they would have had a higher prevalence of premature P elevations. In fact, those women receiving hMG had a lower risk. This suggests that a relationship between LH and premature P elevations is complex and may not be wholly attributed to excessive stimulation. These data suggest that optimizing the effect of LH during COH may be dependent on both the level of exogenous LH and FSH that are administered (10–12). The impact of different administered LH-to-FSH ratios during stimulation have not been studied in detail. To that end, this study seeks to deter-mine whether different ratios of LH:FSH activity in stimula-tion protocols impact the risk for premature P elevation and whether those differences also apply to different ovarian response groups. MATERIALS AND METHODS Population In this retrospective cohort study, all patients attempting conception through IVF from October 1999 to May 2013 were reviewed. Patients undergoing their first IVF cycle in this pro-gram and whose superovulation protocol used either GnRH agonist down-regulation or a GnRH antagonist were selected for further study. Patients using microdose GnRH agonist flare protocols were excluded, as there was no mechanism to quan-tify the contribution of endogenous LH release on the overall level of LH stimulation. Patient characteristics and demo-graphic information were recorded. Response to stimulation was measured by the number of mature metaphase II oocytes obtained after vaginal oocyte retrieval. This retrospective anal-ysis of data was Institutional Review Board approved by West-ern Institutional Review Board, protocol 20021333. Study Design The purpose of this study was to determine whether variations in the relative amounts of exogenous LH and FSH impact the risk for significant P elevations before the administration of hCG to induce final oocyte maturation. The ratio of exoge-nous LH to FSH was calculated based on the total dose of each medication administered throughout the cycle. Starting dosages and protocol were selected by the primary physician in relation to patient characteristics, such as age, ovarian reserve, and prior history, but were also guided by insurance restrictions. Overall medication dosages maintained a rela-tively constant ratio throughout the stimulation as per prac-tice standards. Although doses infrequently changed throughout the cycle, this metric was believed to be the most reflective of total LH exposure. Serum levels of LH and FSH were not routinely measured during cycles. The quantity of FSH was expressed in international units and was based on total FSH dose without regard to whether it was from a pure FSH preparation (recombinant or purified), an hMG preparation, or a combination of the two. The quan-tity of LH was also expressed in international units when us-ing hMG or recombinant LH. One ampule of hMG was considered to have 75 IU of LH activity. In the case of low dose hCG administration, 10 IU was designated to be equiva-lent to 75 IU of LH. Starting and total doses of exogenous LH and FSH were recorded for each included cycle. The LH-to- FSH ratio was calculated by simply dividing the total LH dose by the total FSH dose administered. Serum P levels were measured throughout the cycle, and the P level on the day of hCG administration was also documented to assess for clinically significant late follicular P elevations. Assay Serum P was determined using the Immulite 2000 immuno-assay system (Siemens). The interassay coefficient of variation 2 VOL. - NO. - / - 2014
  • 3. (CV) was 5.58% and intra-assay CV was 5.25% for this system. For the purposes of this study, P levelsR1.5 ng/mL on day of hCG administration were characterized as a late follicular in-crease in P, based on a review of internal data that showed the same diminution in outcome as published literature (1, 13) (data not shown). Cycles were stratified based on the total ratio of exoge-nous LH to exogenous FSH used. (For example a patint who received a protocol with a starting dose of 150 IU of recombi-nant FSH and 2 ampules of hMG and maintained this dose for 10 days of stimulation would have received a total exogenous LH dose of 1,500 IU and a total exogenous FSH dose of 3,000 IU and would be categorized as having an LH-to-FSH ratio of 0.5.) A total of 18 groups of exogenous LH-to-FSH exposure were defined to compare meaningful data points in a large population. These 18 groups spanned a ratio from no exoge-nous FSH (0) to ratiosR0.81, with an incremental increase of 0.05 between each group. The data were then stratified relative to ovarian response and the same groups were identified in relation to the number of mature oocytes obtained. This was in an effort to control for the intrinsic differences in response groups, as each group was exposed to varying levels of endogenous LH, which may impact overall outcomes. Low ovarian response was defined as a cycle in which %4 metaphase II oocytes were retrieved. Similarly, a normal response was defined by having 5–19 metaphase II oocytes retrieved and high response by R20 mature oocytes. Statistical Analyses Statistical analysis was performed using Analyse-it for Excel version 2.26 and STATA version 12. A contingency table was applied for categorical variables and a receiver operator char-acteristic curve was used to determine the optimal ratio of LH-to- FSH administered. Statistical significance was set at P.05. This analysis was performed for the population as a whole, and then repeated for the group analysis. Logistic regression was used for the entire population to model the relationship between elevated serum P (R1.5 ng/dL) and the starting LH-to-FSH ratio as a continuous variable and as a dichotomous variable using cutoffs of 0.3 and 0.6, as Fertility and Sterility® well as comparing those subjects with the range of 0.3–0.6 to all others. Confounding variables including the number of follicles, age, stimulation protocol, serum E2 at the time of trigger, and diagnosis were controlled for using multivar-iate logistic regression. This study does not include a direct comparison of im-plantation and delivery rates in the various LH-to-FSH ratio groups. This reflects the fact that clinical management was not similar in the various groups. During the study interval, transfer timing was influenced by the presence or absence of P levels 1.5 ng/mL on the day of hCG administration. When elevations were detected, embryos were typically cryo-preserved and transferred in a subsequent cycle. Thus patients in groups with higher or lower risks for P elevations would have very different transfer strategies preventing meaningful comparison of cycle outcomes such as pregnancy rates (PRs). RESULTS Population Characteristics A total of 10,280 cycles were included for analysis. There were 5,393 cycles using a GnRH agonist down-regulation protocol and 4,887 using an antagonist protocol. The average age of patients included was 34.7 4.3 years. The average maximum FSH value on day 3 was 6.42.4 IU/L. The average body mass index (BMI) was 25.4 5.9 kg/m2. Additional de-mographic information is provided in Table 1. In the group analysis there were a total of 1,803 low response cycles, with an average age of 36.5 4.2 years, FSH 7.0 2.7 IU/L, and BMI 25.1 5.8 kg/m2. The normal response group included 7,218 cycles with an average age of 34.6 4.2 years, FSH 6.4 2.3 IU/L, BMI 25.5 5.9 kg/ m2. In the high response group, there were a total of 1,259 cycles with an average age of 33.1 4.0 years, FSH 5.6 1.9 IU/L, BMI 25.3 5.8 kg/m2. Evaluation of the Ratio of Total Exogenous LH-to- FSH Dosing in Stimulation Cycles were stratified based on the ratio of LH-to-FSH into the 18 designated small groups. A receiver operator characteristic curve was then created and two critical breakpoints were TABLE 1 Demographic information. Primary diagnosis category No. of patients (%) Age (y) (mean ± SD) Day 3 FSH (IU/L) (mean ± SD) BMI (kg/m2) (mean ± SD) No. of antral follicles (mean ± SD) Estradiol on day of surge (pg/mL) No. of M2s (mean ± SD) DOR 436 (4) 38.5 3.8 7.6 3.0 24.3 4.6 8.3 4.4 1,365.9 718.9 6.2 4.4 Endometriosis 666 (6) 33.7 3.9 6.5 2.3 24.1 4.6 11.5 7.1 1,843.0 1,004.1 9.0 6.7 Male 3,422 (33) 33.9 4.2 6.5 2.3 25.3 5.6 13.6 7.4 2,046.9 1,121.7 11.2 6.8 Other 894 (9) 35.0 4.3 6.5 2.4 25.0 5.3 12.5 7.5 1,954.8 1,096.5 10.8 7.2 Ovulatory dysfunction 2,327 (23) 33.4 4.3 5.8 2.3 26.7 7.2 17.6 10.9 2,254.5 1,217.5 12.7 8.1 Tubal 1,118 (11) 34.6 4.0 6.7 2.3 25.9 5.7 12.0 7.1 1,995.7 1,117.0 10.5 7.5 Unknown 1,200 (12) 34.7 4.2 6.5 2.2 24.0 4.7 12.7 8.0 2,042.6 1,047.6 9.9 6.7 Uterine 217 (2) 36.2 4.1 6.6 2.2 25.8 6.0 11.6 6.6 1,964.9 1,020.5 9.8 6.9 Note: BMI ¼ body mass index; DOR ¼ diminished ovarian reserve; M2 ¼ metaphase II oocyte. Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. 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  • 4. ORIGINAL ARTICLE: ASSISTED REPRODUCTION identified at which the LH-to-FSH ratio was associated with the greatest risk in a premature increase in P, specifically 0.30 or 0.60. Once these breakpoints were determined, groups of exposure were compared to ascertain the optimal range of exogenous LH to exogenous FSH associated with the lowest risk of a premature increase in P. The lowest risk of a premature increase in P was noted in the seven groups spanning the LH-to-FSH ratio of 0.30–0.60 (20%; N ¼ 4,732; P.001). Population Outcomes Controlled ovarian stimulations using a ratio of 0.30 to 0.60 had the lowest risk of a premature increase in P with only 20% of cycles exhibiting this pattern. This group was then compared with cycles using no LH, a lower proportion of exogenous LH, or a higher proportion of exogenous LH. Pa-tients using no LH in their stimulation had a 40% chance of exhibiting a premature increase in P and this was statistically higher than the aforementioned group (P.001, relative risk [RR] ¼ 2.0; 95% confidence interval [CI] 1.8–2.2). Similarly, 32% cycles with an LH-to-FSH ratio of 0.30 had a prema-ture increase in P (P.001; RR¼1.6, 95% CI 1.5–1.7). Finally, 23% of cycles with an LH-to-FSH ratio of 0.60 exhibited a premature increase in P, which was significantly higher than the 0.30-to-0.60 ratio (P¼.03; RR ¼ 1.1, 95% CI 1.0–1.3) (Fig. 1). Response Group Outcomes When the analysis was performed for the 18 groups, differ-ences between each group were also evident. Cycles using absolutely no exogenous LH had the highest risk of a prema-ture increase in P, as mentioned previously, with 40% hav-ing a P level R1.5 ng/mL at the end of stimulation, significantly higher than all other subgroups (P.001; RR ¼ 2.0, 95% CI 1.8–2.2). However, extremes of stimulation, both high and low, were associated with significant risk for a late increase in P. Specifically, patients with ratios of exogenous LH-to-FSH that deviated the furthest from the lowest risk range had the most substantial increase in P. In the subanalysis, where differing response groups were analyzed, the critical breakpoints identified from the receiver operator characteristic curve were applied and the same pattern appeared. Overall, the percentage of patients with a premature increase in P was significantly different among response groups (P.001); highest in high response at 37% risk, intermediate in normal response at 22% risk, and lowest in low response at 11% risk. The lowest risk of a premature in-crease in P was noted in the seven groups spanning the LH-to- FSH ratio ranges of 0.30–0.60 (Fig. 2). Similar to the large group analysis patients using no LH in their stimulation had the greatest risk of a premature increase in P when compared with all other LH-to-FSH ratios. This risk was 32% in the normal response group and 57% in the high response groups (P.001). This analysis was not applicable to the low response group, as only one cycle did not include exogenous LH. Similar to the entire cohort, cycles with LH-to- FSH ratios that deviated furthest from the optimal range had the most substantial increases in P. Logistic regression was used to model the relationship be-tween the LH-to-FSH ratio and a premature increase in serum PR1.5 ng/mL. Subjects with an LH-to-FSH ratio between 0.3 and 0.6 were less likely to have an elevated serum P on the day of trigger (odds ratio [OR] ¼ 0.5, 95% CI 0.45–0.55; P.001). When controlling for the number of follicles 14 mm, stim-ulation protocol, serum E2 on the day of trigger, and diagno-ses of polycystic ovary syndrome (PCOS) and diminished ovarian reserve, this relationship persisted (OR ¼ 0.42, 95% CI 0.38–0.47; P.001). DISCUSSION Increasing evidence during the past several years has confirmed that late follicular elevations in P during IVF stim-ulation predict suboptimal clinical outcomes after fresh ET (8, 14, 15). For example, it has been recently demonstrated that an increase in P R1.5 ng/mL before hCG administration was the critical threshold at which clinical outcomes were diminished in one large assisted reproductive technology (ART) program (1). The results of the present study provide insight into an iatrogenic cause of a late follicular increase in P, and possibly a way to protect against this adverse effect. The most likely explanation for the adverse impact of this effect relates to advancement of endometrial receptivity re-sulting from a premature secretory transformation due to supraphysiologic serum P levels (16). The question remains whether clinical management decisions impact these late P increases and whether there are specific interventions that would reduce risk. One option would be to trigger final oocyte maturation early during stimulation (17); however, it is diffi-cult to predict when P will cross a critical threshold that im-pairs receptivity and this may also result in a suboptimal yield of mature oocytes at retrieval. Although routine cryo-preservation of the cohort of embryos has been proposed, this introduces an intervention and delay in pregnancy for a majority of patients who would otherwise have favorable FIGURE 1 The incidence of late follicular increase in P is significantly lower in cycles with an administered LH-to-FSH ratio between 0.30 and 0.60. P.001 for FSH only to 0.30–0.60; P.001 for 0–0.30 to 0.30–0.60; P¼.03 for 0.30–0.60 to 0.60. Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. 4 VOL. - NO. - / - 2014
  • 5. outcomes with a fresh ET. If there were a way to reduce the risk of late P elevations, this could provide an opportunity for a higher proportion of patients to undergo fresh ET without being subjected to the adverse impact of premature P increases. The purpose of the current study was to determine whether the risk of significant premature P increase is related to one of the most fundamental clinical decisions made by reproductive endocrinologists during IVF stimulation, namely the composition of the gonadotropins administered. When analyzing an extremely large dataset of more than 10,000 IVF cycles, it was determined that in fact the dosing decisions made by clinicians do impact the risk of premature P increase and these data point to a method to reduce this risk: including an adequate proportion of LH activity during stimulation. Because pituitary LH is the signal that initiates follicular luteinization with the accompanying massive production of P, it seemed intuitive that excessive exogenous LH in stimu-lation may have a similar effect, thus driving up serum P levels. This prompted the development of pure FSH prepara-tions and a shift in clinical practice to prescribe FSH-only pro-tocols. The results of the Menotropin versus Recombinant FSH in vitro Fertilization Group (MERIT) trial, which compared serum and follicular P levels, at first appeared counterintui-tive (9). Patients randomized to receive pure FSH actually had higher P levels than those receiving hMG-only protocols. In light of the two-cell, two-gonadotropin theory, as described previously, this should not have been so surprising (18). Excessive FSH stimulation may increase production of P and other precursors from the granulosa cells (GC). Therefore, including some LH in stimulation protocols to counterbalance the effect of FSH may help reduce the risk of late follicular P increases. These analyses reveal that variations in the relative pro-portion of LH and FSH administered have a substantial impact on the outcomes of ovarian stimulation. A ratio of LH-to-FSH Fertility and Sterility® that falls between 0.30 and 0.60 during the cycle provides the lowest risk of a premature increase in P and represents a target ‘‘sweet spot’’ for clinicians. This relationship holds true for low responders, normal responders, and high responders. Howev-er, it is notable that high responders had the greatest risk of a premature increase in P when compared with all other groups. It is important to note that in this analysis, only the absolute level of P was considered, not the relative proportion of E2 to P or P per mature follicle. A likely explanation for this increased risk in high responders relates to a cumulative effect of many follicles producing small amounts of P before hCG adminis-tration. Significantly, this population still had the lowest risk of P elevation when their LH-to-FSH ratio decreased within the 0.30–0.60 range. Interestingly, extremes of stimulation that deviated the furthest from the optimal ratio, or sweet spot, of 0.30–0.60, were at the greatest risk of a premature increase in P. The rela-tive risk of premature P increase was more pronounced in the lower ranges of the LH-to-FSH ratio spectrum than the .60 range. These data suggest that the clinician can influence stim-ulation outcomes and protect against a premature increase in P by providing an appropriate amount of exogenous LH in stimulation to ensure thecal conversion of P to androgen pre-cursors. Stimulations using no exogenous LH had the highest risk of a premature increase in P and this finding confirms re-sults of previous literature (8, 19). With dose modifications during stimulation, absolute quantities of LH and FSH will vary throughout stimulation. It is important for clinicians to remain cognizant of this need to balance the ratio of LH-to- FSH to prevent a late follicular increase in P. Although there are many subtle differences in stimulation style and gonadotropin preferences that can yield excellent ART outcomes, the results of this large dataset may help refine these clinical decisions. As doses are reduced during step-down protocols, reducing the FSH component would help to keep the total administered LH-to-FSH ratio toward the FIGURE 2 The optimal ratio of exogenous LH-to-FSH to prevent a premature increase in P according to response group. Werner. Gonadotropin ratios alter risk of P increase. Fertil Steril 2014. VOL. - NO. - / - 2014 5
  • 6. ORIGINAL ARTICLE: ASSISTED REPRODUCTION middle-to-upper range of the sweet spot. For example, a start-ing dose that provides an equivalent dose of pure FSH and hMG (or 10 IU of low dose human chorionic gonadotropin (LDHCG) for every 150 IU of pure FSH) would yield a ratio of 0.50 if the dose was maintained throughout stimulation. A slight reduction in the FSH component toward the end of stimulation, or an equal reduction of FSH and hMG together, would keep the total administered gonadotropin ratio within the desired range. In this analysis both LDHCG and hMG were included as sources of exogenous LH exposure. Very few cycles incorpo-rated recombinant LH. These preparations have different phar-macodynamics and a study comparing individual outcomes would be beneficial. The high risk population of patients with diminished ovarian reserve, who have an increased risk of late follicular P increases due to ‘‘premature luteinization,’’ often receive microdose GnRH agonist flare protocols in this center and, therefore, were not included. Consequently these results may not be generalizable to this population. A limitation of this study relates to its retrospective design. Although differences in risk were found consistently in the different LH-to-FSH ratios and these were consistent across age groups, this type of study cannot definitely prove that changing management in another population prospec-tively would improve endocrine dynamics during stimulation. The extremely large sample size, however, provides excellent precision regarding the risk of P increase in the different groups of LH-to-FSH ratio and ovarian response. Another confounding variable, which may limit generalized applica-tion, is that this analysis only reports total LH-to-FSH ratios during the entirety of a cycle rather than starting or changing doses. This ratio was chosen as the most accurate representa-tion of total gonadotropin dosage due to practice standards where gonadotropin dosages remain relatively constant throughout cycles. In addition, this large dataset could correct for potential sources of bias such as preferences of individual physicians within a large group practice. This study provides insight into the importance of exog-enous LH in stimulation and the necessity to include LH activ-ity to balance the deleterious effects of excessive exogenous FSH. The exclusion of exogenous LH in stimulation is iatro-genic, not physiologic, and may impair IVF outcomes by significantly altering the endocrine milieu and placing pa-tients at an increased risk of premature secretory transforma-tion and decreased endometrial receptivity at the time of ET. There appears to be a role for exogenous LH for all types of ovarian responders. Relative doses outside the sweet spot ratio of 0.30-to-0.60 are associated with the highest risk of a pre-mature increase in P that may translate into poorer overall outcomes and diminished clinical PRs. Acknowledgments: The authors thank Batsal Devkota for his assistance in data collection of the Reproductive Medicine Associates of New Jersey Bioinformatics team. REFERENCES 1. Bosch E, Labarta E, Crespo J, Simon C, Remohí J, Jenkins J, et al. Circulating progesterone levels and ongoing pregnancy rates in controlled ovarian stim-ulation cycles for in vitro fertilization: analysis of over 4000 cycles. 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Kyrou D, Kolibianakis EM, Fatemi HM, Tarlatzis BC, Tournaye H, Devroey P. Is earlier administration of human chorionic gonadotropin (hCG) associated with the probability of pregnancy in cycles stimulated with recombinant follicle-stimulating hormone and gonadotropin-releasing hormone (GnRH) antagonists? A prospective randomized trial. Fertil Steril 2011;96:1112–5. 18. Fleming R. Progesterone elevation on the day of hCG: methodological is-sues. Hum Reprod Update 2008;14:391–2. 19. Bosch E, Vidal C, Labarta E, Simon C, Remohi J, Pellicer A. Highly purified hMG versus recombinant FSH in ovarian hyperstimulation with GnRH antag-onists— a randomized study. Hum Reprod 2008;23:2346–51. 6 VOL. - NO. - / - 2014