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Article| Volume 36, ISSUE 4, P416-426, April 2018

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Should we continue to measure endometrial thickness in modern-day medicine? The effect on live birth rates and birth weight

  • Author Footnotes
    1 The first two authors should be regarded as joint first authors.
    Vânia Costa Ribeiro
    Footnotes
    1 The first two authors should be regarded as joint first authors.
    Affiliations
    Department of Obstetrics, Gynaecology and Reproductive Medicine, Dr. Alfredo da Costa Maternity, Rua Viriato, Lisbon 1069-089, Portugal
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  • Author Footnotes
    1 The first two authors should be regarded as joint first authors.
    Samuel Santos-Ribeiro
    Correspondence
    Corresponding author.
    Footnotes
    1 The first two authors should be regarded as joint first authors.
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium

    Department of Obstetrics, Gynaecology and Reproductive Medicine, Santa Maria University Hospital, Avenida Professor Egas Moniz, Lisbon 1649-035, Portugal
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  • Neelke De Munck
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium
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  • Panagiotis Drakopoulos
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium
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  • Nikolaos P. Polyzos
    Affiliations
    Department of Reproductive Medicine, Dexeus University Hospital, Gran Via de Carles III 71-75, Barcelona 08028, Spain

    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium

    Department of Clinical Medicine, Faculty of Health University of Aarhus, Incuba/Skejby, bldg. 2, Palle Juul-Jensens Boulevard 82, Aarhus 8200, Denmark
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  • Valerie Schutyser
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium
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  • Greta Verheyen
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium
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  • Herman Tournaye
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium
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  • Christophe Blockeel
    Affiliations
    Centre for Reproductive Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan 101, Brussels 1090, Belgium

    Department of Obstetrics and Gynecology, School of Medicine of the University of Zagreb, Šalata 3, Zagreb 10000, Croatia
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  • Author Footnotes
    1 The first two authors should be regarded as joint first authors.
Published:January 03, 2018DOI:https://doi.org/10.1016/j.rbmo.2017.12.016

      Abstract

      The evaluation of endometrial thickness (EMT) is still part of standard cycle monitoring during IVF, despite the lack of robust evidence of any value of this measurement to predict little revalidation in contemporary medical practice; other tools, however, such as endocrine profile monitoring, have become increasingly popular. The aim of this study was to reassess whether EMT affects the outcome of a fresh embryo transfer in modern-day medicine, using a retrospective, single-centre cohort of 3350 IVF cycles (2827 women) carried out between 2010 and 2014. In the multivariate regression analysis, EMT was non-linearly associated with live birth, with live birth rates being the lowest with an EMT less than 7.0 mm (21.6%; P < 0.001) and then between 7.0 mm and 9.0 mm (30.2%; P = 0.008). An EMT less than 7.0 mm was also associated with a decrease in neonatal birthweight z-scores (−0.40; 95% CI −0.69 to −0.12). In conclusion, these results reaffirm the use of EMT as a potential prognostic tool for live birth rates and neonatal birthweight in contemporary IVF, namely when considered together with other ovarian stimulation monitoring methods, such as the late-follicular endocrine profile.

      Keywords

      Introduction

      Over the years, much has been published on potential sonographic markers for endometrial receptivity. Although it remains a controversial issue, endometrial thickness (EMT) is the most widely used prognostic factor for endometrial receptivity during assisted reproductive techniques (
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      Several mechanisms are responsible for modifications caused to the morphology and histology of the endometrium before embryo implantation. Specifically, previous studies have shown that endometrial proliferation is dependent on reproductive age, hormonal levels of oestradiol and the expression of endometrial receptors (
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      Low and very low birth weight in infants conceived with use of assisted reproductive technology.
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      ), with conflicting results on whether specific causes of infertility pose a higher risk than others (
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      ,
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      ). Some evidence also suggests a detrimental effect of the hyperestrogenic milieu on neonatal outcomes, given that neonates resulting from minimal-stimulation IVF may have higher birth weights compared with conventional IVF newborns (
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      • Hoek A.
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      • Middelburg K.J.
      Is the birthweight of singletons born after IVF reduced by ovarian stimulation or by IVF laboratory procedures?.
      ,
      • Pelinck M.J.
      • Keizer M.H.
      • Hoek A.
      • Simons A.H.
      • Schelling K.
      • Middelburg K.
      • Heineman M.J.
      Perinatal outcome in singletons after modified natural cycle IVF and standard IVF with ovarian stimulation.
      ). Furthermore, others have associated EMT less than 10 mm with an increased risk of adverse perinatal outcomes, including preterm delivery, LBW and fetal demise (
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      ).
      Monitoring of both the endometrial and ovarian responses to ovarian stimulation with transvaginal ultrasound has become an important predictor of the success of assisted reproduction techniques (
      • McWilliams G.D.
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      Changes in measured endometrial thickness predict in vitro fertilization success.
      ). Also, many agree that a concomitant hormonal assessment may also be beneficial in predicting assisted reproduction technique outcome (
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      Are estrogen assays essential for monitoring gonadotropin stimulant therapy?.
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      ).
      The main aim of this study was to estimate the predictive value of EMT in live birth and the neonatal outcomes of fresh embryo transfers in contemporary medicine, accounting specifically for the endocrine profile of the patient during the late-follicular phase.

      Materials and methods

      Study design

      This retrospective, single-centre, cohort study included assisted reproduction technique treatment cycles carried out at the Universitair Ziekenhuis, Brussels, between January 2010 and December 2014. Only cycles in which patients underwent a gonadotrophin-releasing hormone (GnRH) antagonist down-regulated stimulation protocol followed by a fresh embryo transfer were included. To minimize confounding derived from women with a baseline poor prognosis, we excluded cycles in women aged 40 years or older and managed natural cycles. The exclusion criteria also included those who underwent cycles with known uterine abnormalities (including uterine malformations and intrauterine disease diagnosed during ultrasound or a preceding hysteroscopy, such as Asherman's syndrome, endometrial polyps, submucosal myomas) and the planned use of either surgically retrieved sperm, donor oocytes, in-vitro maturation or preimplantation genetic diagnosis. Approval and waiver of written informed consent to retrieve and analyse the data was obtained from the Ethical Committee of Universitair Ziekenhuis Brussel (dated 17 May 2017, reference number 1432017369).

      Assisted reproduction technique protocol

      Ovarian stimulation was started on day 2 of the menstrual cycle with 50–450 IU/day of recombinant FSH (rFSH: Gonal-F®, Merck Pharmaceuticals, Darmstad, Germany; Puregon®, Merck Sharp & Dohme, Whitehouse Station, NJ, USA or Elonva®, Merck Sharp & Dohme) or highly purified human menopausal gonadotrophin (HP-HMG; Menopur®, Ferring Pharmaceuticals, St. Prex, Switzerland). Pituitary down-regulation was achieved with a daily 0.25 mg GnRH antagonist injection of either cetrorelix (Cetrotide®, Merck Pharmaceuticals) or ganirelix (Orgalutran®, Merck Sharp & Dohme) starting on day 7 of the menstrual cycle.
      Cycle monitoring was carried out with periodic transvaginal ultrasound and serum oestradiol and progesterone concentration assessments. When at least three follicles measuring 17 mm mean diameter or over were visible, triggering of final oocyte maturation was carried out using either highly purified urinary HCG (5000 UI or 10 000 UI, according to patient weight; Pregnyl®, Merck Sharp & Dohme) or 250 UI of recombinant HCG (Ovitrelle®, Merck Pharmaceuticals). Oocyte retrieval was carried out about 36 h after HCG administration and followed by fertilization by either conventional IVF or intracytoplasmic sperm injection (ICSI).

      Main outcomes measures

      On the day of, or day before, ovulation triggering, EMT was measured in millimeters. We considered the EMT as the maximal anterior–posterior distance between both endometrial layers about 1 cm from the uterine fundus, subtracting the thickness of intrauterine fluid in the unlikely event that such was detected.
      We considered a clinical pregnancy to be one or more gestational sacs diagnosed by ultrasonographic visualization, with any pregnancy loss after this period being defined as a clinical miscarriage. Live birth was defined as the number of deliveries that resulted in at least one live born neonate beyond 24 weeks of gestational age, with twin or higher order pregnancies being considered only once (
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      International Committee for Monitoring Assisted Reproductive TechnologyWorld Health Organization
      International Committee for Monitoring Assisted Reproductive Technology (ICMART) and the World Health Organization (WHO) revised glossary of ART terminology, 2009.
      ).

      Factors potentially associated with endometrial thickness

      The following variables were assessed as potential predictors of EMT: female age, body mass index, total dose of exogenous FSH/highly purified human menopausal gonadotrophin, duration of ovarian stimulation, and late-follicular phase oestradiol and progesterone. To avoid bias by assuming that the relationship between these continuous predictors and EMT was linear, the best-fitting fractional polynomial of each of these variables was compared against their linear function to assess which one better described their association with EMT. This recognized statistical technique is a widely used method that allows an accurate assessment of what type of relationship better explains the association between a continuous variable and any given continuous or dichotomous outcome (
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      ).

      Evaluation of the relationship between endometrial thickness, live birth and neonatal outcomes

      In the present study, EMT was the main exposure variable for live birth. We are aware that the categorization of continuous variables may be of limited value in determining the real effect of a predictor. This is because it simultaneously assumes that values in different intervals have different effects even if close to each other, and that values on the extremes, but within the same interval group, have the same effect. Therefore, our main approach was to assess the relationship of EMT as a continuous variable comparing the best fitting fractional polynomial against the linear function (model 1). Nonetheless, to facilitate the application of the results into everyday clinical practice, EMT was also assigned to the following regular 2-mm-intervalled categories: less than 7.0 mm, 7.0–8.9 mm, 9.0–10.9 mm, 11.0–12.9 mm and 13.0 mm or over (model 2). These intervals were chosen to provide equal intervals as close as possible to the different lower and upper threshold values used across previous studies (
      • Holden E.C.
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      • Penzias A.S.
      • Hacker M.R.
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      ,
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      ,
      • Lamanna G.
      • Scioscia M.
      • Lorusso F.
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      • Depalo R.
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      ,
      • Richter K.S.
      • Bugge K.R.
      • Bromer J.G.
      • Levy M.J.
      Relationship between endometrial thickness and embryo implantation, based on 1,294 cycles of in vitro fertilization with transfer of two blastocyst-stage embryos.
      ).
      When assessing the effect of EMT on live birth, we considered the following variables as potential confounders: female age, body mass index (BMI), rank of IVF–ICSI treatment cycle attempt, number of useable embryos (transferred and cryopreserved), number of embryos transferred (single versus multiple), embryo stage at transfer (cleavage day-3 versus blastocyst day-5), quality of the best embryo transferred (1, 2 or 3–4, sub-classified as detailed previously (
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      • Blockeel C.
      Frozen-thawed embryo transfers in natural cycles with spontaneous or induced ovulation: the search for the best protocol continues.
      )) and both late-follicular phase oestradiol and progesterone levels (determined on the day or day before ovulation triggering).
      We also assessed the effect of EMT on neonatal outcomes, specifically gestational age at delivery, preterm birth (<37 weeks), birth weight and LBW (<2500 g). Given the non-linear progression of fetal growth as pregnancy develops, and differences according to fetal sex (
      • Hadlock F.P.
      • Harrist R.B.
      • Sharman R.S.
      • Deter R.L.
      • Park S.K.
      Estimation of fetal weight with the use of head, body, and femur measurements – a prospective study.
      ), the recorded birth weights were standardized using z-scores (
      • Niklasson A.
      • Albertsson-Wikland K.
      Continuous growth reference from 24th week of gestation to 24 months by gender.
      ). The z-scores indicate how many standard deviations an observation was above or below the reference population mean, accounting for gestational age and neonatal sex. Furthermore, given the significant influence of multiple pregnancies on fetal development, only singleton live births were evaluated. For this analysis, we considered the following variables as potential confounders: female age, BMI, parity (nulliparous versus multiparous), and the late-follicular phase oestradiol and progesterone levels.

      Other considerations of the statistical analysis

      Baseline characteristics were compared between the above-mentioned EMT categories for model 2, with categorical variables presented with relative frequency (%). Continuous variables were presented as means (SD) or medians (interquartile range) according to the normality of the distribution. Comparisons were made using generalized estimating equation (GEE) regression analysis, to account for the possibility of clustering of more than one cycle deriving from the same couple.
      The predictors for EMT, live birth and neonatal outcomes were determined using univariable and multivariable GEE regression analysis, adjusting for the potential confounders mentioned previously. In model 2, the median values of each variable in the sample set were chosen as reference values.
      P < 0.05 was considered to be significant. Stata Software version 13.1 (StataCorp, College Station, Texas, USA) was used for statistical analysis.

      Results

      Patient baseline demographics and general characteristics of the treatment cycle

      A total of 3350 cycles (carried out in 2827 women) were included in the analysis. The baseline demographics and main cycle characteristics according to EMT are presented in Table 1 and Table 2. The distribution of the following characteristics before oocyte retrieval varied significantly among the many EMT categories: BMI (P < 0.001), total dose of exogenous gonadotrophins (P = 0.003), duration of ovarian stimulation (P = 0.017) and late-follicular oestradiol (P = 0.001). Conversely, the number of oocytes retrieved, useable embryos produced and characteristics of the embryo(s) transferred (specifically, number, developmental stage and quality) did not vary significantly among the groups.
      Table 1Baseline demographic and cycle characteristics according to endometrial thickness (n = 3350).
      Comparisons among groups of endometrial thickness made using univariable regression analysis accounting for the clustering of cycles undertaken by the same women.
      <7.0 mm (n = 284)7.0–8.9 mm (n = 918)9.0–10.9 mm (n = 1159)11.0–12.9 mm (n = 660)≥13.0 mm (n = 329)P-value
      Basic female and treatment cycle characteristics
      Female age (years)
       Median (IQR)33 (31–36)32 (29–36)33 (30–36)33 (30–36)33 (29–36)NS
      BMI (Kg/m2)
       Median (IQR)22.5 (20.4–26.4)22.8 (20.6–26.1)23.4 (21.2–27.3)23.9 (21.3–28.6)25.3 (22.0–29.1)<0.001
      Rank of reatment cycle attempt
       Median (IQR)2 (1–4)2 (1–5)2 (1–5)2 (1–5)2 (1–7)NS
      Ovarian stimulation and late-follicular phase endocrine profile
      Total dose of exogenous gonadotropins (IU)
       Median (IQR)1500 (1200–2013)1600 (1200–2000)1575 (1200–2000)1600 (1218–2088)1688 (1350–2200)0.003
      Duration of ovarian stimulation (days)
       Median (IQR)9 (8–11)9 (8–11)9 (8–11)10 (9–11)10 (9–11)0017
      Late-follicular phase oestradiol (pg/ml)
       Median (IQR)1432 (912–2065)1493 (1070–2090)1563 (1141–2153)1498 (1126–2039)1649 (1203–2326)0.001
      Late-follicular phase progesterone (ng/ml)
       Median (IQR)0.9 (0.6–1.2)0.9 (0.6–1.2)0.8 (0.6–1.1)0.8 (0.6–1.1)0.8 (0.6–1.1)NS
      IQR, interquartile range; NS, non-significant.
      a Comparisons among groups of endometrial thickness made using univariable regression analysis accounting for the clustering of cycles undertaken by the same women.
      Table 2Oocyte retrieval, embryo development and cycle pregnancy outcome according to endometrial thickness (n = 3350).
      Comparisons among groups of endometrial thickness made using univariable generalized estimating equation regression analysis accounting for the clustering of cycles undergone by the same women.
      <7.0 mm (n = 284)7.0–8.9 mm (n = 918)9.0–10.9 mm (n = 1159)11.0–12.9 mm (n = 660)≥13.0 mm (n = 329)P-value
      Ovarian response and embryo production
      Oocytes retrieved
       Median (IQR)8 (5–13)9 (5–113)9 (6–113)8 (5–112)8 (6–113)NS
      Useable embryos
       Median (IQR)2 (2–15)3 (2–14)3 (2–14)3 (2–14)3 (2–15)NS
      Embryo transfer
      Number of embryos transferred, n (%)
       Single179 (63.0)570 (62.1)690 (59.5)388 (58.8)197 (59.9)NS
       Multiple105 (37.0)348 (37.9)469 (40.5)272 (41.2)132 (40.1)
      Embryo developmental stage at transfer, n (%)
       Cleavage172 (60.6)505 (55.0)661 (57.0)403 (61.1)205 (62.3)NS
       Blastocyst112 (39.4)413 (45.0)498 (43.0)257 (38.9)124 (37.7)
      Quality of best embryo transferred, n (%)
       1186 (65.5)637 (69.4)804 (69.4)468 (70.9)245 (74.5)NS
       281 (28.5)234 (25.5)307 (26.5)168 (25.5)64 (19.5)
       3–1417 (6.0)47 (5.1)48 (4.1)24 (3.6)20 (6.1%)
      Pregnancy and neonatal outcome
      Pregnancy outcome, n (%)
       Positive pregnancy test92 (32.4)415 (45.2)567 (48.9)341 (51.7)173 (52.6)<0.001
       Clinical pregnancy82 (28.9)374 (40.7)530 (45.7)318 (48.2)160 (48.6)<0.001
       Clinical miscarriage18/82 (22.0)85/374 (22.7)112/530 (21.1)70/318 (22.0)48/160 (30.0)NS
       Ectopic pregnancy2/82 (2.4)10/374 (2.7)8/530 (1.5)4/318 (1.3)3/160 (1.9)NS
       Stillbirths/elective terminations0/82 (0)1/82 (0.3)2/530 (0.4)2/318 (0.6)0/160 (0)NS
       Live birth62 (21.8)278 (30.3)408 (35.2)242 (36.7)109 (33.1)0.001
        Singleton60 (96.8)255 (91.7)352 (86.3)208 (85.9)91 (83.5)0.027
        Twin/triplet2 (3.2)23 (8.3)56 (13.7)34 (14.1)18 (16.5)
      Gestational age (days)
      Data presented only for singleton deliveries with known date of delivery, birth weight and newborn sex (n = 939).
      Median (IQR)275 (269–1282)275 (268–1281)276 (268–1282)276 (269–1281)276 (270–1281)NS
        Preterm birth (<37 weeks), n (%)7/60 (11.7)27/248 (10.9)39/344 (11.3)14/201 (7.)4/86 (4.7)NS
      Birth weight z-score
      Data presented only for singleton deliveries with known date of delivery, birth weight and newborn sex (n = 939).
       Mean (SD)−10.7 ± 1.1−10.4 ± 1.0−10.3 ± 1.0−10.3 ± 1.1−10.4 ± 1.00.020
      Birth weight (g)
      Data presented only for singleton deliveries with known date of delivery, birth weight and newborn sex (n = 939).
       Median (IQR)3135 (2845–13350)3250 (2898–13550)3270 (2950–13670)3330 (3010–13650)3275 (3090–13548)NS
       Low birth weight (<2500 g), n (%)4/60 (6.7)24/248 (9.7)25/344 (7.3)18/201 (9.0)3/86 (3.5)NS
      Sex of newborn, n (%)
      Data presented only for singleton deliveries with known date of delivery, birth weight and newborn sex (n = 939).
       Female30/60 (50.0)126/248 (50.8)178/344 (51.7)99/201 (49.3)46/86 (53.5)NS
       Male30/60 (50.0)122/248 (49.2)166/344 (48.3)102/201 (50.7)40/86 (46.5)
      IQR, interquartile range; NS, non-significant.
      a Comparisons among groups of endometrial thickness made using univariable generalized estimating equation regression analysis accounting for the clustering of cycles undergone by the same women.
      b Data presented only for singleton deliveries with known date of delivery, birth weight and newborn sex (n = 939).

      Factors associated with endometrial thickness

      The results of the multivariable regression models for the prediction of EMT are presented in Supplementary Table S1. Increases in BMI were associated with a modest increase in EMT (P < 0.001); however, increases in late-follicular progesterone were inversely related with EMT (P = 0.007). Specifically, each 1 kg/m2 increase in BMI was linearly associated with a 0.07 mm increase in EMT, and each 1.0 ng/ml increase in progesterone was linearly associated with a 0.25 mm decrease in EMT.
      The duration of ovarian stimulation and late-follicular oestradiol were independently and non-linearly associated with an increase in EMT (P = 0.001 and P < 0.001, respectively) (Figure 1). Their effect on EMT, however, were also modest and mostly visible only in the lower limits of these variables. Specifically, the mean EMT seemed to stabilize once a minimum of 7 days of ovarian stimulation and concentration of 1000 pg/ml of oestradiol were reached.
      Figure 1
      Figure 1Predicted endometrial thickness (EMT) according to (A) the duration of ovarian stimulation and (B) late-follicular oestradiol. The figure depicts the predicted mean EMT (teal line) and 95% CI (teal area); The full regression model is detailed in . (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

      The effect of endometrial thickness on live birth

      To assess the effect of EMT on live birth, two logistic regression models were conducted, differing only in how the continuous variables were introduced into the model (either as fractional polynomials [model 1] or ordinal categories [model 2], respectively. The details of the multivariable regression models are presented in Supplementary Table S2. A shown in Figure 2, EMT was a non-linear significant predictor of live birth, affecting live birth rates. Furthermore, when specifically using the EMT category that included the median EMT of the sample set (9.6 mm) as the reference value (the 9.0–10.9 mm category from model 2), EMTs less than 7.0 mm (P < 0.001) and between 7.0 and 8.9 mm (P = 0.008) were both associated with a significant decrease in live birth rates (Supplementary Table S2 and Supplementary Figure S1B).
      Figure 2
      Figure 2Predicted live birth rates according to endometrial thickness. The figure depicts the predicted live birth rates after multivariable regression analysis adding endometrial thickness (EMT) as either a continuous (model 1, teal solid line and area for predicted liv birth rate and 95% CI) or categorical-ordinal (model 2, blue dashed line) variable; the full regression models are detailed in . (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)
      The collective effect of EMT and the late-follicular endocrine profile on live birth is presented in Figure 3. Late-follicular-phase oestradiol had little effect on live birth rates; however, the increase of progesterone contributed significantly (P < 0.039) to a reduction in live birth rates within the same EMT measurement. For instance, for a fixed EMT of 10.0 mm, increasing late-follicular progesterone levels of 1.0 ng/ml, 1.5 ng/ml or 2.0 ng/ml were associated with decreasing live birth rates of 34%, 30% and 27%, respectively.
      Figure 3
      Figure 3Surface plots of the relationship between the effects of (A) endometrial thickness (EMT) and late-follicular oestradiol and (B) progesterone on live birth. Predicted live birth probabilities derived from the regression model detailed in (model 1).

      Endometrial thickness and neonatal outcomes

      The multivariable EMT regression estimates for gestational age, preterm birth, birth weight z-score and LBW (n = 939) are presented in Table 3. Although the risk of LBW seemed unaltered by EMT in both models, birth weight z-scores varied significantly (P = 0.017) according to EMT (Figure 4). Conversely, gestational age and the risk of preterm birth seemed to be unaffected by EMT.
      Table 3Endometrial thickness regression estimates for neonatal outcomes in singleton pregnancies (n = 939).
      Multivariable generalized estimating equation regression analyses (adjusted for female age, body mass index, parity and late-follicular oestradiol and progesterone) with endometrial thickness (EMT) and other continuous variables added either as best-fitting fractional polynomials (FPs) (model 1, in which the best-fit FP and regression coefficients (95% CI) for EMT are presented here) or ordinal categories (model 2, presenting here the regression coefficients [95% CI] for EMT).
      Model
      The FP of the variable EMT was scaled at x10.
      Model 2
      Best-fit FPCoefficient (95% CI)<7.0 mm7.0–8.9 mm9.0–10.9 mm11.0–12.9 mm≥13.0 mm
      Gestational age (days)
      Linear0.32 (−0.08 to 0.73)−0.96 (−4.76 to 2.84)0.13 (−2.12 to 2.39)Reference0.69 (−1.71 to 3.10)2.26 (−1.02 to 5.55)
      Preterm birth (<37 weeks, n = 91)
      Linear−0.09 (−0.07 to 0.03)0.06 (−0.82 to 0.93)−0.09 (−0.62 to 0.45)Reference−0.46 (−1.10 to 0.19)−0.91 (−1.98 to 0.16)
      Birth weight z-score
      Plotted in Figure 4.
      FP1 (−2)−0.11 (−020 to −0.02)
      P = 0.017.
      −0.40 (−0.69 to −0.12)
      P = 0.006.
      −0.13 (−0.30 to 0.03)Reference−0.08 (−0.27 to 0.10)−0.18 (−0.42 to 0.05)
      Low birth weight (<2500 g, n = 74)
      Linear−0.07 (−0.19 to 0.04)−0.11 (−1.22 to 0.99)0.26 (−0.33 to 0.86)Reference0.24 (−0.40 to 0.88)−0.74 (−1.98 to 0.49)
      FP1, first-degree fractional polynomial (power).
      a Multivariable generalized estimating equation regression analyses (adjusted for female age, body mass index, parity and late-follicular oestradiol and progesterone) with endometrial thickness (EMT) and other continuous variables added either as best-fitting fractional polynomials (FPs) (model 1, in which the best-fit FP and regression coefficients (95% CI) for EMT are presented here) or ordinal categories (model 2, presenting here the regression coefficients [95% CI] for EMT).
      b The FP of the variable EMT was scaled at x10.
      c Plotted in Figure 4.
      d P = 0.017.
      e P = 0.006.
      Figure 4
      Figure 4Predicted birth weight z-scores according to endometrial thickness. The figure depicts the predicted birth weight z-scores after multivariable generalized estimating equation regression adding endometrial thickness (EMT) as either a continuous (model 1, teal solid line and area for predicted z-score and 95% CI) or categorical-ordinal (model 2, blue dashed line) variable; the regression models are described in . (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

      Discussion

      Despite significant advancements in the fields of ultrasonography (
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      ), immunology (
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      Natural killer cells in female infertility and recurrent miscarriage: a systematic review and meta-analysis.
      ) and molecular diagnostics (
      • Koot Y.E.
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      • Groot Koerkamp M.J.
      • Goddijn M.
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      ), the potential benefit of these novel approaches are yet to be confirmed, leaving most physicians with only the measurement of EMT during ovarian stimulation to aid in the decision of whether or not to carry out a fresh embryo transfer. The main aim of the present study was to investigate whether EMT measurement still plays a role in modern-day medicine. To that extent, our results provide renewed evidence that EMT may affect live birth rates and neonatal outcomes.
      In their meta-analysis,
      • Kasius A.
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      concluded that the frequently reported cut-off of 7 mm only occurred in 16 out of the 1989 cycles (0.8%) included in the three studies reporting either ongoing pregnancy or live birth rates. Furthermore, although EMT less than 7 mm seemed to be associated with a reduction in live birth rate (OR 0.38), this difference was not statistically significant (95% CI 0.03 to 1.54). In our study, EMT less than 7.0 mm occurred in 8.5% (n = 284) of all cycles and was associated with a decrease in live birth rate, results that are more in line with the conclusions of at least three recently published studies with a higher incidence of EMT less than 7 mm as well (
      • Holden E.C.
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      • Penzias A.S.
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      Thicker endometrial linings are associated with better IVF outcomes: a cohort of 6331 women.
      ,
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      Endometrial thickness as a predictor of pregnancy outcomes in 10787 fresh IVF-ICSI cycles.
      ). Another potential explanation that may explain the differences between the results of
      • Kasius A.
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      and the studies that followed (beyond the six- to 10-fold increase in incidence of EMT <7 mm) may be the fact that ongoing pregnancy rates and live birth rate were considered together in this meta-analysis, a decision that could have produced significant residual confounding. For this reason, an updated meta-analysis integrating these most recent results is currently under way to further understand the discrepancies among the pooled and un-pooled data thus far.
      The most common causes for a thin endometrium are either an iatrogenic event, e.g. Asherman's syndrome, infection, e.g. with secondary adhesion development, or exogenous hormonal therapy, e.g. use of oral combined contraceptives, prolonged progesterone therapy and use of clomiphene citrate (
      • Lebovitz O.
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      Treating patients with ‘thin’ endometrium – an ongoing challenge.
      ,
      • Senturk L.M.
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      ). A thin endometrium, however, can still occur in other cases for reasons that are less well understood, e.g. high blood flow impedance of the uterine radial arteries (
      • Miwa I.
      • Tamura H.
      • Takasaki A.
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      ). Early studies demonstrated that, after ovulation, the spiral arteries constrict preemptively to diminish blood flow to the functional layer (
      • Rossman I.
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      The injection of the blood vascular system of the uterus.
      ). Nevertheless, a thinned or absent functional layer may subject the embryo to higher vascularity from the basal endometrium, which might explain the reduction of implantation caused by elevated oxygen tension and the production of detrimental reactive oxygen species (
      • Catt J.W.
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      Toxic effects of oxygen on human embryo development.
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      • Yang H.W.
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      Detection of reactive oxygen species (ROS) and apoptosis in human fragmented embryos.
      ).
      Given the mounting evidence of a detrimental effect of a thin endometrial lining during IVF, multiple researchers have proposed potential treatment alternatives, including alternative routes for oestradiol administration (
      • Tourgeman D.E.
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      ,
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      Successful pregnancies after combined pentoxifylline-tocopherol treatment in women with premature ovarian failure who are resistant to hormone replacement therapy.
      ) and granulocyte colony-stimulating factor treatment (
      • Kunicki M.
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      ), all with controversial results. More recently, stem-cell transplantation has also been shown as a promising alternative (
      • Kunicki M.
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      ,
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      ,
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      ). Future prospective trials may assist physicians in understanding whether postponing the embryo transfer to a subsequent frozen embryo transfer cycle so that further investigations can be carried out e.g. a hysteroscopy, and an alternative treatment used at a later stage, may ultimately optimize assisted reproduction technique outcome.
      In contrast to previously published studies (
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      ), we found no association between female age and EMT. This difference in results may be explained by the fact that our study included only women aged younger than 40 years, who were the only group in which the effect of age seemed to become relevant for EMT in the previously mentioned studies. For this reason, we would recommend against extrapolating our results beyond the age group that was included.
      Our study also evaluated the potential effect of BMI on EMT. Previously published studies found an association between obesity and hyperinsulinemic state, which may promote the ovarian production of androgens and peripheral conversion of oestrogen in adipocytes (
      • Rachon D.
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      ). Furthermore, a relationship between obesity and abnormal endometrial receptivity has also been described (
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      ,
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      ), positing that obese women, despite having higher EMTs, might also have impaired implantation. Corroborating previous data (
      • Souter I.
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      • Meeker J.D.
      • Petrozza J.C.
      Women, weight, and fertility: the effect of body mass index on the outcome of superovulation/intrauterine insemination cycles.
      ), we also found that BMI was linearly associated with EMT (Supplementary Table S1). This discrete effect of BMI on EMT did not seem to translate into an increase in live birth rates. In fact, BMI was not associated with live birth rates in this sample of GnRH antagonist suppressed cycles, an observation that was also confirmed by a recent randomized controlled trial (
      • Toftager M.
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      ).
      Late-follicular phase oestradiol levels were also shown to have an independent effect on EMT in our study. Although previous researchers have also established a positive linear correlation between oestradiol levels and EMT (
      • Zhang X.
      • Chen C.H.
      • Confino E.
      • Barnes R.
      • Milad M.
      • Kazer R.R.
      Increased endometrial thickness is associated with improved treatment outcome for selected patients undergoing in vitro fertilization-embryo transfer.
      ), this finding was contradicted by a study including 2339 cycles using various stimulation protocols, which mentioned that oestradiol levels above 1000 pg/ml had no effect on EMT (
      • Amir W.
      • Micha B.
      • Ariel H.
      • Liat L.G.
      • Jehoshua D.
      • Adrian S.
      Predicting factors for endometrial thickness during treatment with assisted reproductive technology.
      ). We report a similar finding to this latter study, but in a larger sample set. In addition, late-follicular oestradiol over 3000 pg/ml seemed also to result in a discrete but statistically significant negative effect on live birth (Supplementary Table S2 and Figure 3A), which is also in accordance with previous research (
      • Kolibianakis E.M.
      • Devroey P.
      The luteal phase after ovarian stimulation.
      ,
      • Marchini M.
      • Fedele L.
      • Bianchi S.
      • Losa G.A.
      • Ghisletta M.
      • Candiani G.B.
      Secretory changes in preovulatory endometrium during controlled ovarian hyperstimulation with buserelin acetate and human gonadotropins.
      ). Specifically, these investigators have speculated that high oestradiol levels may alter the expression of progesterone receptors, potentially triggering an advancement in endometrial maturation despite the presence of otherwise normal pre-ovulatory circulating progesterone levels.
      A longstanding debate on the importance of progesterone in fresh embryo transfer cycles has taken place. According to studies in women undergoing oocyte donation, progesterone plays a crucial role in endometrial receptivity, but not in oocyte quality (
      • Check J.H.
      • Hourani C.
      • Choe J.K.
      • Callan C.
      • Adelson H.G.
      Pregnancy rates in donors versus recipients according to the serum progesterone level at the time of human chorionic gonadotropin in a shared oocyte program.
      ,
      • Check J.H.
      • Wilson C.
      • Choe J.K.
      • Amui J.
      • Brasile D.
      Evidence that high serum progesterone (P) levels on day of human chorionic gonadotropin (hCG) injection have no adverse effect on the embryo itself as determined by pregnancy outcome following embryo transfer using donated eggs.
      ,
      • Hofmann G.E.
      • Bentzien F.
      • Bergh P.A.
      • Garrisi G.J.
      • Williams M.C.
      • Guzman I.
      • Navot D.
      Premature luteinization in controlled ovarian hyperstimulation has no adverse effect on oocyte and embryo quality.
      ,
      • Legro R.S.
      • Ary B.A.
      • Paulson R.J.
      • Stanczyk F.Z.
      • Sauer M.V.
      Premature luteinization as detected by elevated serum progesterone is associated with a higher pregnancy rate in donor oocyte in-vitro fertilization.
      ,
      • Melo M.A.
      • Meseguer M.
      • Garrido N.
      • Bosch E.
      • Pellicer A.
      • Remohi J.
      The significance of premature luteinization in an oocyte-donation programme.
      ,
      • Shulman A.
      • Ghetler Y.
      • Beyth Y.
      • Ben-Nun I.
      The significance of an early (premature) rise of plasma progesterone in in vitro fertilization cycles induced by a ‘long protocol’ of gonadotropin releasing hormone analogue and human menopausal gonadotropins.
      ). To the best of our knowledge, this is the first study relating circulating late-follicular levels of progesterone with EMT. Elevated progesterone (mostly defined as a HCG-day progesterone >1.5 ng/ml) may decrease the thickness of the endometrium by inducing early secretory endometrial transformation, which may anticipate the window of implantation and have a negative effect on live birth rates (
      • Bosch E.
      • Labarta E.
      • Crespo J.
      • Simon C.
      • Remohi J.
      • Jenkins J.
      • Pellicer A.
      Circulating progesterone levels and ongoing pregnancy rates in controlled ovarian stimulation cycles for in vitro fertilization: analysis of over 4000 cycles.
      ,
      • Healy M.W.
      • Yamasaki M.
      • Patounakis G.
      • Richter K.S.
      • Devine K.
      • DeCherney A.H.
      • Hill M.J.
      The slow growing embryo and premature progesterone elevation: compounding factors for embryo-endometrial asynchrony.
      ,
      • Hill M.J.
      • Healy M.W.
      • Richter K.S.
      • Widra E.
      • Levens E.D.
      • DeCherney A.H.
      • Patounakis G.
      • Whitcomb B.W.
      Revisiting the progesterone to oocyte ratio.
      ,
      • Santos-Ribeiro S.
      • Polyzos N.P.
      • Haentjens P.
      • Smitz J.
      • Camus M.
      • Tournaye H.
      • Blockeel C.
      Live birth rates after IVF are reduced by both low and high progesterone levels on the day of human chorionic gonadotrophin administration.
      ,
      • Venetis C.A.
      • Kolibianakis E.M.
      • Bosdou J.K.
      • Lainas G.T.
      • Sfontouris I.A.
      • Tarlatzis B.C.
      • Lainas T.G.
      Basal serum progesterone and history of elevated progesterone on the day of hCG administration are significant predictors of late follicular progesterone elevation in GnRH antagonist IVF cycles.
      ).
      Endometrial thickness was associated with a statistically significant decrease in birthweight z-scores, albeit not clinically translatable to an increase in cases of LBW. This contradictory finding may potentially be caused by the limited size of the singleton live birth sample subset (Table 3). As z-scores account for the differences in gestational age and new-born gender, this more robust statistical approach results in a more accurate assessment of the association between EMT and birthweight. This finding is also relatively unexplored, with
      • Chung K.
      • Coutifaris C.
      • Chalian R.
      • Lin K.
      • Ratcliffe S.J.
      • Castelbaum A.J.
      • Freedman M.F.
      • Barnhart K.T.
      Factors influencing adverse perinatal outcomes in pregnancies achieved through use of in vitro fertilization.
      also concluding in their small subgroup analysis of singletons that an EMT less than 10 mm had an almost threefold increased risk of LBW. Both studies highlight the potential effect of a thin endometrium beyond live birth rates, with birth weight being hindered by possible abnormal trophoblastic invasion (
      • Chung K.
      • Coutifaris C.
      • Chalian R.
      • Lin K.
      • Ratcliffe S.J.
      • Castelbaum A.J.
      • Freedman M.F.
      • Barnhart K.T.
      Factors influencing adverse perinatal outcomes in pregnancies achieved through use of in vitro fertilization.
      ). These results, however, require further confirmation in larger studies.

      Strengths and limitations

      The main strengths of our study are the large sample size and the inclusion of information on late-follicular endocrine profile to better understand the relationship between EMT, live birth and neonatal outcomes. This allowed for a better estimation of the potential value of EMT in modern-day medicine, in which combined transvaginal ultrasound and serum hormonal monitoring during ovarian stimulation have prevailed in most centres. This study also has limitations beyond its retrospective nature that need to be addressed. First, given the previous evidence of a potential hindering effect of thin EMT, we can assume that, in some patients, deferring their embryo transfer may have been proposed to ensue further investigation. In a previous study from our centre, an EMT below 7 mm was the indication for the use of the ‘freeze-all’ strategy in about 10% of all cases (
      • Santos-Ribeiro S.
      • Polyzos N.P.
      • Lan V.T.
      • Siffain J.
      • Mackens S.
      • Van Landuyt L.
      • Tournaye H.
      • Blockeel C.
      The effect of an immediate frozen embryo transfer following a freeze-all protocol: a retrospective analysis from two centres.
      ). This presents a risk for selection bias, which may have potentially underestimated the incidence of thin EMT and the effect of thin EMT on the studied outcomes. Furthermore, although we excluded all women with intrauterine abnormalities visible on either ultrasound or hysteroscopy, one could argue that some patients could still have undiagnosed endometrial disease, given that we do not routinely carry out hysteroscopies before IVF. Nonetheless, we would argue that the likelihood that this could play a major role is minimal, given that two recent randomized controlled trials showed that routine hysteroscopy before IVF does not affect pregnancy outcome (
      • El-Toukhy T.
      • Campo R.
      • Khalaf Y.
      • Tabanelli C.
      • Gianaroli L.
      • Gordts S.S.
      • Gordts S.
      • Mestdagh G.
      • Mardesic T.
      • Voboril J.
      • Marchino G.
      • Benedetto C.
      • Al-Shawaf T.
      • Sabatini L.
      • Seed P.T.
      • Gergolet M.
      • Grimbizis G.
      • Harb H.
      • Coomarasamy A.
      Hysteroscopy in recurrent in-vitro fertilisation failure (TROPHY): a multicentre, randomised controlled trial.
      ,
      • Smit J.G.
      • Kasius J.C.
      • Eijkemans M.J.
      • Koks C.A.
      • van Golde R.
      • Nap A.W.
      • Scheffer G.J.
      • Manger P.A.
      • Hoek A.
      • Schoot B.C.
      • Van Heusden A.M.
      • Kuchenbecker W.K.
      • Perquin D.A.
      • Fleischer K.
      • Kaaijk E.M.
      • Sluijmer A.
      • Friederich J.
      • Dykgraaf R.H.
      • Van Hooff M.
      • Louwe L.A.
      • Kwee J.
      • De Koning C.H.
      • Janssen I.C.
      • Mol F.
      • Mol B.W.
      • Broekmans F.J.
      • Torrance H.L.
      Hysteroscopy before in-vitro fertilisation (inSIGHT): a multicentre, randomised controlled trial.
      ).
      In Supplementary Table S2, the clinical usefulness of the cut-offs in model 2 are presented; however, we would still advise caution in the application of these limits in all instances given the risks of residual confounding after ordinal categorization of a continuous variable. Given the relatively large size (over 200 patients) of all our study subgroups, one would except this risk to be relatively small.
      In the neonatal outcomes analysis, the relatively small subset of cases included resulted in large confidence intervals. Furthermore, as we could not adjust for other potential confounders for preterm delivery (such as history of preterm delivery) or LBW (namely, female smoking), our results should be interpreted with caution and require confirmation in future studies.

      Implications for clinical practice and conclusion

      The present study adds information on the value of EMT as a non-invasive parameter to infer on endometrial receptivity, a matter that is not yet universally acknowledged. Taken together, our findings suggest that the prognostic value of EMT should still be considered in clinical practice for both live birth and neonatal birthweight. Tailoring the ideal timing of embryo transfer, i.e., in the same fresh cycle or in a subsequent frozen embryo transfer cycle according to EMT, could be further optimized when the late follicular hormonal profile is also considered.

      Appendix. Supplementary material

      The following is the supplementary data to this article:
      • Figure S1

        Adjusted odds ratio (95% CI) for live birth according to endometrial thickness (EMT) for model 1 (A, teal) and model 2 (B, blue). The adjusted odds ratio (95% CI) were derived from the exponentiation of the adjusted regression coefficients of the full regression models detailed in Supplementary Table S2, using the reference EMT in each model closest to the median EMT of the sample (9.6 mm).

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      Biography

      Samuel Santos-Ribeiro obtained his medical degree in 2007 from Nova Medical School (Lisbon), concluding his training in Obstetrics and Gynaecology at Hospital Santa Maria (Lisbon) in 2015. In 2013, he also initiated a research programme at Universitair Ziekenhuis Brussel (Brussels) with his PhD thesis focusing primarily on the optimization of endometrial receptivity.
      Key message
      This study reaffirms the usefulness of endometrial thickness as a potential prognostic tool for live birth rates and neonatal birthweight in contemporary IVF, particularly when considered together with other ovarian stimulation monitoring methods, such as the late-follicular endocrine profile.