Abstract
28
Study question: What are the temperature, pH and uterine fluid composition in the human uterus 29
three days following a positive LH test or ovum pick-up? 30
Summary answer: The mean uterine temperature was 36.94±0.26oC, the mean uterine pH was 31
6.76±0.22, and the concentrations of 37 components in aspirated uterine fluid were successfully 32
determined. 33
What is known already: Embryo culture conditions in the laboratory impact key outcomes of IVF/ICSI 34
treatments, such as the quality of the embryos and the live birth rate after treatment, and child 35
outcomes, such as birth weight. Currently used conditions, including temperature, pH, and culture 36
medium composition, are largely derived from clinical experience and experimental studies using 37
animal models. Limited studies have been performed to determine the natural human preimplantation 38
embryo environment in vivo during the physiologically relevant time of the menstrual cycle. This type 39
of fundamental knowledge is required for evidence-based optimization of the in vitro embryo culture 40
environment and improving IVF/ICSI outcomes. 41
Study design, size, duration: In this cross- sectional study, conducted between April 2015 and March 42
2016, temperature and pH were measured in the human uterine cavity on the third day following a 43
positive LH test or ovum pick -up, and uterine fluid was simultaneously aspirated for composition 44
analysis. Uterine temperature was measured in fifty eight women, uterine pH was determined in fifty 45
three women, and twenty two samples of aspirated uterine fluid were analysed for the concentrations 46
of thirty-seven components. 47
Participants/materials, setting, methods: This study involved 61 healthy reproductive -aged women: 48
53 without ovarian stimulation and 8 who underwent ovarian stimulation . We measured uterine 49
temperature using a probe inserted into the uterine cavity directly, and uterine pH after inserting a 50
probe through the outer sheath of an IVF catheter. Uterine fluid was then aspirated using this outer 51
IVF catheter and a 10 ml syringe, and subsequently analysed with a Cobas 8000 chemistry analyser and 52
ultra-performance liquid chromatography-tandem mass spectrometry. 53
Main results and the role of chance: The mean uterine temperature on the third day following a 54
positive LH test or ovum pick -up was 36.9 4 ± 0.26oC and correlated with the women’s core body 55
temperature. The mean pH in the uterine cavity was pH 6.76 ± 0.22, clearly lower than the standard 56
pH used for human preimplantation embryo culture in vitro (pH 7.3 ± 0.1). Concentrations of important 57
energy sources were 0.8 ± 0.02 mM pyruvate, 5.1 ± 1.78 mM glucose and 6.60 ± 1.12 mM lactate . 58
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Glutamic acid (1162 ± 183 μM), glycine (955 ± 156 μM) and alanine (513 ± 82 μM) were the most 59
abundant amino acids in uterine fluid. 60
Limitations, reasons for caution: In absence of a preimplantation embryo, synergistic influences on 61
the uterine environment may be overlooked. Single centre and specific population limitations may 62
hinder broader generalization of the results. Uterine fluid likely contains additional components. 63
Wider implications of the findings: The in vivo uterine characteristics identified in this study are 64
foundational to develop an in vivo evidence-based culture medium for human embryos. Further 65
research is necessary to evaluate whether such a medium can improve human preimplantation 66
embryo development and quality, thereby increasing cumulative live birth rate s and improving child 67
outcomes. 68
Key words: preimplantation embryo environment, in vivo embryo environment, human uterine 69
characteristics, temperature, pH, uterine fluid composition, IVF/ICSI 70
71
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4
Introduction
72
Since the first live birth following IVF in 1978, more than ten million babies have been born worldwide 73
through IVF (ESHRE, 2023). Despite the large number of live births, the IVF success rates remain 74
suboptimal, with approximately two-thirds of treatment cycles not leading to a successful pregnancy. 75
In 2019, the cumulative live birth rate was reported to be 30.7% (ESHRE, 2023). A potential limiting 76
factor may be a suboptimal in vitro culture environment that is not fully equipped to support human 77
preimplantation embryo development (Chronopoulou and Harper, 2015) . Primary elements of this 78
environment, including CO2/O2 levels, temperature and the composition, pH and osmolality of the 79
culture medium, influence the quality of preimplantation embryos – a key predictor for the chance of 80
a live birth (Feuer and Rinaudo, 2012, Swain, 2015, Gardner and Kelley, 2017, Cairo Consensus Group, 81
2020). Comparative clinical trials on human embryo culture media have demonstrated that the choice 82
of embryo culture medium affects cumulative live birth rates and child outcomes, such as birth weight 83
(Dumoulin et al., 2010, Nelissen et al., 2012, Youssef et al., 2015, Kleijkers et al., 2016). Optimizing the 84
in vitro embryo culture environment may thus improve preimplantation embryo development and 85
quality, and subsequently increase the chances of a live birth and improve child outcomes. 86
Current human embryo culture conditions primarily rely on laboratory experience and experimental 87
studies with animal models on the effects of altering culture parameters on embryo development 88
and/or IVF outcomes. Most of these studies have been conducted with mouse embryos or other animal 89
models, due to the fact that human preimplantation embryos are generally unavailable . The mouse 90
embryo assay is often used for development and testing of commercial human embryo culture media. 91
However, designing and optimizing a human preimplantation embryo culture environment based on 92
experimental mouse or other animal embryo studies may lead to a culture system tailored to mouse 93
preimplantation embryos that is less applicable to human preimplantation embryos (Menezo and 94
Herubel, 2002, Chronopoulou and Harper, 2015). Given that embryo culture media consist of various 95
components with interactive effects, obtaining empirical evidence would also require examining 96
potentially endless possibilities (Summers and Biggers, 2003) . E ven if human embryos had been 97
available, achieving a truly optimized human preimplantation embryo culture environment following 98
an approach of stu dying individual culture medium components or culture parameters alone, 99
therefore seems implausible (Summers and Biggers, 2003, Pool et al., 2012, Chronopoulou and Harper, 100
2015). A “back to nature approach” – striving to mimic the natural in vivo human preimplantation 101
embryo environment in vitro (Leese, 1998) – has emerged as essential for achieving true optimization. 102
This approach requires a comprehensive understanding of the in vivo human preimplantation embryo 103
environment. However, limited studies have been performed to elucidate the in vivo characteristics of 104
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the preimplantation embryo environment in humans, such as temperature, pH and uterine fluid 105
composition. 106
Temperature 107
The commonly used temperature for human embryo culture in IVF laboratories is 37.0°C and is based 108
on the estimated core body temperature (Swain, 2015). Observations in animal models and a study 109
measuring human follicle fluid temperature 2.3°C lower than the ovarian stroma, suggested 110
optimization of in vitro culture by (partially) culturing human embryos at temperatures below 37.0°C 111
(Grinsted et al., 1985) . But studies investigating the impact of human embryo culture at lower or 112
gradual temperatures failed to yield conclusive results (Baak et al., 2019). Further in vivo evidence on 113
the temperature in the human reproductive tract is limit ed to a single study reporting a uterine 114
temperature of 37.08 ± 0.18°C in the ovulatory phase (n = 10) and 37.47 ± 0.35°C in the secretory phase 115
(n = 11) (Yedwab et al., 1976) . A limitation of this study is its reliance on alterations in core body 116
temperature to estimate menstrual cycle phases, introducing uncertainty regarding the specific timing 117
of temperature measurements during the menstrual cycle . Also, a limited number of measurements 118
were performed and temperature meter accuracy has likely been improved since then. F urther 119
research into the temperature in the human reproductive tract seems required to determine the 120
temperature preimplantation embryos naturally develop in. 121
pH 122
Embryologists generally culture human embryos within a range of pH 7.2-7.4. Commercial embryo 123
culture media manufacturers commonly recommend this pH range in the instructions accompanying 124
the embryo culture media. The current standard pH of 7.2-7.4 appears to originate from the initial use 125
of a culture medium with a stable pH of 7.6 developed for hamster embryos, for the culture of human 126
gametes to enable fertilization, and further refinement lowering the pH through studies on different 127
culture media , pH, and bicarbonate buffering conditions for human embryo culture (Edwards and 128
Steptoe, 1974, Edwards et al., 1981, Bavister, 2002). The embryo culture medium pH is important as it 129
influences the intra cellular pH (pHi), impacting cellular processes with potential consequences for 130
embryo development (Busa and Nuccitelli, 1984, Squirrell et al., 2001, Swain and Pool, 2009, Gu et al., 131
2023). Induced changes in the culture medium pH for a short period during embryo culture have been 132
shown to affect the birthweight of mouse pups (Banrezes et al., 2011). Despite its importance , the 133
optimal pH for the human preimplantation embryo environment remains to be determined (Swain, 134
2010, Swain, 2012, Gatimel et al., 2020) . Only three studies have previously measured the pH in the 135
human reproductive tract, all reporting pH values lower than the pH range of 7.2-7.4 that is commonly 136
used for in vitro human embryo culture worldwide (Feo, 1955, Sedlis et al., 1967, Yedwab, et al., 1976). 137
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pH measurements in these studies were conducted on different days throughout the menstrual cycle 138
and did therefore only part ly represent the natural environment of a preimplantation embryo. 139
Additional in vivo pH measurements are requir ed to identify the pH of the natural preimplantation 140
embryo environment and to assess the suitability of the pH range currently used for in vitro human 141
embryo culture. 142
Oviduct and uterine fluid composition 143
Many different human preimplantation embryo culture media are commercially available and globally 144
used in IVF laboratories. The varying concentrations of components across brands and types of media 145
indicate that the optimal composition for human preimplantation embryo culture medium still remains 146
unknown (Morbeck et al., 2014, Morbeck et al., 2017, Tarahomi et al., 2019, Zagers et al., 2023). While 147
some of these concentrations seem to be based on limited available evidence on the composition of 148
human oviduct and uterine fluid, most concentrations appear to be derived from experimental findings 149
(Morbeck, et al., 2014, Morbeck, et al., 2017, Tarahomi, et al., 2019, Zagers, et al., 2023) . Sixteen 150
studies have previously determined the concentrations of several or more components of human 151
oviduct or uterine fluid (Lippes et al., 1972, David et al., 1973, Lippes, 1975, Shams et al., 1977, Borland 152
et al., 1980, Casslen and Nilsson, 1984, Dickens et al., 1995, Gardner et al., 1996, Srivastava et al., 1996, 153
Tay et al., 1997, Chen et al., 2002, Strandell et al., 2004, Boomsma et al., 2009, Hannan et al., 2011, 154
Kermack et al., 2015, Utsunomiya et al., 2022). Most of these studies aspirated oviduct or uterine fluid 155
throughout the menstrual cycle instead of specifically within a few days after ovulation – the time a 156
preimplantation embryo would reside in the oviduct or uterus. Other limitations were obtaining fluid 157
from the oviduct or uterus ex vivo , analysing hydrosalpinx fluid, collecting oviduct fluid after vascular 158
perfusion, analy sing samples of low volume, analys ing a limited amount of samples , or aspirating 159
uterine or oviduct fluid from women who were either suspected of or diagnosed with uterine diseases 160
and infertility. Eleven other studies focused on identifyin g proteins present in human oviduct fl uid 161
and/or human uterine fluid (Moghissi, 1970, Lippes et al., 1981, Lippes et al., 1983, Lippes and Wagh, 162
1989, Wagh and Lippes, 1989, Lippes and Wagh, 1993, Wagh and Lippes, 1993, Parmar et al., 2008, 163
Salamonsen et al., 2013, Canha- Gouveia et al., 2019, Fujii et al., 2021) . Nevertheless, a thorough 164
understanding of the composition of human oviduct and uteri ne fluid is still lacking. Reliable oviduct 165
and uterine fluid analyses from healthy women of reproductive age are required to ascertain the 166
composition during the menstrual cycle phase when preimplantation embryos naturally reside in the 167
oviducts and uterus. 168
To summarize , the in vivo evidence underlying the current culture conditions for human 169
preimplantation embryos is scarce. A better understanding of the in vivo preimplantation embryo 170
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environment in humans is essenti al to enable mimicking of the natural embryo environment for 171
optimization of in vitro human embryo culture conditions. Therefore, we measured the temperature 172
and pH in the human uterine cavity on the third day following a positive LH test or ovum pick-up, and 173
simultaneously aspirated human uterine fluid to analy se the concentrations of thirty -seven 174
components. 175
Materials and methods
176
Ethical approval 177
This study was conducted according to the principles of the Declaration of Helsinki (Oct 2013). Ethical 178
approval was received in 2015 from the Ethics Committee of the Avicenna Research Institute (ARI) , 179
Teheran, Iran (decision number 258-15-95). 180
Study population 181
Women between 18 to 43 years old with a regular ovulatory cycle and a normal uterine function who 182
were visiting the Avicenna Infertility Clinic , Teheran, Iran, for fertility treatment due to severe male 183
factor subfertility (azoospermia or a total motile sperm count lower than eight hundred thousand per 184
ml of semen) or for PGT-M or sex selection treatment, were asked to participate in this study. Women 185
with a history of HIV or any sexually transmitted disease, malformation of the urogenital system, 186
borderline or invasive ovarian cancer or any other cancer, a history of dilatation and curettage, 187
premature ovarian failure, PCOS or severe psychopathology were not eligible for this study. All women 188
were informed about the study during their visit to the clinic and received an informative letter about 189
the study and their personal fertility treatment. In total, sixty-one women provided written informed 190
consent to participate in this study between April 2015 and March 2016 . Fifty three women 191
participated during a natural menstrual cycle before the start of their planned fertility treatment. Eight 192
women participated during an ovarian stimulated cycle during their fertility treatment, three days after 193
the ovum pick-up. Participating in this study during these stimulated cycles was possible because the 194
freeze all embryos strategy was applied in these fertility treatments. Seven women did not receive a 195
fresh embryo transfer due to ovarian hy perstimulation syndrome (OHSS) and one woman opted for 196
elective freeze all. 197
Timing in the menstrual cycle 198
To determine the time of ovulation in an un stimulated menstrual cycle, participating women were 199
trained for daily utilization of the “Ovulation Pred iction Kit” (OPK) (Sensitest ). The OPK is a urine 200
dipstick kit to ascertain the time of the LH surge, which predicts ovulation. Participants started testing 201
on day nine of the menstrual cycle and tested daily until a test was positive . The women were asked 202
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to pay an extra visit to the clinic three days after the positive reading of the ovulation test for the 203
uterine measurements and uterine fluid collection. The eight women participating during a stimulated 204
cycle payed an extra visit to the clinic for the uterine measurements and uterine fluid collection on the 205
third day following the ovum pick up. 206
Uterine temperature and pH measurements 207
All women were positioned in lithotomic position and examined in the ovum pick-up room. Ultrasound 208
imaging was used to evaluate the follicles, the pattern of the ovaries, possible cysts, the length of the 209
uterus (distance between external orifice and fundus), the anterior to posterior uterine diameter, 210
possible uterine malformations, endometrial aspects and thickness. 211
Without any cleansing of the vagina, a medically approved disposable general purpose temperature 212
probe (81-020409EU; DeRoyal), connected to a general vital signs monitor, was then inserted in the 213
posterior vaginal fornix to record the body temperature. We selected this probe because of the 214
following characteristics described by the supplier: 1) its versatile design allows for oral, nasal or rectal 215
Introduction
for routine monitoring of patient core body temperature, 2) it has a low -friction surface 216
for ease of insertion, 3) it has a completely enclosed sensor wires for improved stability and hygiene, 217
4) the diameter is very thin (ø = 3mm) and its flexible design ensured optimal patient safety, 5) it is 218
fully compatible with most monitors, 6) it was not made with natural rubber latex, 7) it is sterile and 219
8) it has a short response time of only 60 seconds. After this, the temperature probe was inserted 220
through the cervix into the uterus following the standard procedure of a routine embryo transfer. To 221
prevent any contact with the fundus or bleeding of the endometri um, the temperature probe was 222
inserted into the uterine cavity up to four to five centimeters from the external orifice of the cervix. 223
After removing the temperature probe from the uterine cavity, it was checked for the presence of 224
blood on the tip. 225
The standard procedure for embryo transfer (ET) was then applied for insertion of the outer sheath of 226
an ET catheter (IVFETFLEX). This was followed by insertion of a calibrated micro pH probe (pHersaflex 227
S1I catheter; Medical Measurement System Company (MMS)/ Laborie) through this outer sheath of 228
the ET catheter into the uterine cavity to one cm beyond the end of the outer sheath of the ET catheter 229
and up to four to five centimeters from the external orifice of the cervix. This micro pH probe is a 230
flexible, medically approved disposable micro probe with a diameter of 1.67 mm and a response time 231
of 30 seconds at the latest. Therefore, the pH was measured and recorded every second until 60 232
seconds after insertion in the uterine cavity. The pH probe was connected to an Orion II pH recorder 233
and used with MMS Software for c alibration of each pH probe and the pH measurement. Calibration 234
of each pH probe was performed with two known pH solutions in sachets (pH = 4 and 7; Mettler Toledo 235
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BV) prior to each measurement , following the company’s instructions. After removing the pH probe 236
from the uterine cavity, it was checked for the presence of blood on the tip. 237
Uterine fluid aspiration 238
Directly after pH measurement, a five ml syringe was connected to the outer end of the outer sheath 239
of the ET catheter . Aspiration of uterine fluid was performed gently by applying a negative pressure 240
with the syringe and withdrawing the outer sheath of the ET catheter from the uterine cavity 241
simultaneously. Aspirated, often highly viscous, uterine fluid was immediately expelled from the outer 242
sheath of the ET catheter into a 500 µ l Eppendorf micro -tube using positive air pressure supplied 243
through the syringe. The sample was spun down at 4000 rpm for 30 minutes at 37°C in an Eppendorf 244
5810R centrifuge to separate possible aspirated endometrial cells from the uterine fluid. Supernatant 245
and pellet were snap frozen separately and stored in -80°C until composition analysis. 246
Uterine fluid analysis 247
On the day of composition analysis, t wenty-two collected uterine fluid samples (supernatants) were 248
thawed and the volume of every sample was determin ed. To decrease the viscosity, the volume of 249
each sample was increased up to 300 μl by add ing Milli-Q water (Millipore) and mechanically shaken 250
(1800 oscillations per minute for two minutes using a Tissue lyser II (Qiagen)). Concentrations of ions 251
(calcium, chloride, iron, magnesium, sodium, phosphate, potassium), glucose, uric acid, 252
immunoglobulins (IgA, IgG and IgM), albumin and total prot ein were measured using a Cobas 8000 253
chemistry analyser (Roche Diagnostics). Concentrations of lactate (L and D), pyruvate and 21 amino 254
acids (alanine, arginine, asparagine, aspartic acid, citrulline, glutamic acid, glutamine, glycine, 255
histamine, isoleucine, leucine, lysine, methionine, ornithine, phenylalanine, proline, serine, threonine, 256
tryptophan, tyrosine and valine) were determined using Ultra -Performance Liquid Chromatography 257
tandem Mass Spectrometry (UPLC -MS/MS; Acquity -Quattro Premier XE, Waters, Milford, 258
Massachusetts, USA). Iron was measured in micromolar (μM) and all other components were 259
measured in millimolar (mM). After composition analysis, the measured concentrations were 260
recalculated to the original volume of the uterine fluid sample. All measurements were performed at 261
once by two technicians who were blinded to the source and characteristics of each sample. To achieve 262
this, coded labelling was applied for all samples. 263
Statistical analysis 264
The pH and temperature determined in the uterine cavity are presented as the mean ± Standard 265
Deviation (SD). The concentrations of components of uterine fluid are presented as the mean ± 266
Standard Error of the Mean (SEM) . To test whether there was a correlation between core body 267
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temperature and uterine temperature we performed a Pearson’s correlation test in IBM SPSS Statistics 268
28. To determine whether uterine temperature and pH significantly differed between unstimulated 269
and stimulated women, we performed independent t-tests in IBM SPSS Statistics 28. 270
Results
271
One hundred and fifty nine women attending the Avicenna Infertility Clinic (Tehran, Iran) for IVF/ ICSI 272
treatment due to severe male factor subfertility or for PGT-M or sex selection were asked to participate 273
in this study between April 2015 and March 2016. In total, one hundred and eight women signed the 274
informed consent form. Eleven participants withdrew from participation before the appointment for 275
uterine measurements and fluid aspiration. Thirty six participants were excluded due to absence of a 276
positive reading of the LH tests or because they did not show up for t he appointment due to travel 277
difficulties from other cities or regions. Altogether, sixty one participants came to the clinic for uterine 278
temperature and pH measurements and uterine fluid aspiration on the third day following a positive 279
LH test (n = 53) or ovum pick -up (n = 8) (Table 1). Fifty three participants did not receive ovarian 280
stimulation and were examined during their natural menstrual cycle before the start of their personal 281
IVF/ICSI treatment. Eight participants did receive ovarian stimulation for IVF/ICSI treatment, but did 282
not receive an embryo transfer in the same cycle as the ovum pick up due to ovarian hyper-stimulation 283
syndrome (OHSS; participants 14, 18, 20–22, 26 and 34) or elective freeze-all (participant 16), and their 284
uterine environment was examined instead. All participants were between 20 and 40 years old, with a 285
mean age of 29.9 ± 4.4 years old. The mean BMI was 24.8 ± 3.3 kg/m2, within a range of 17.2 -32.8 286
kg/m2. Nine women have been proven to be fertile, as they delivered one or two times before. 287
Prior to uterine temperature measurement, the core body temperature of each woman was 288
determined using a similar disposable temperature catheter ( 81-020409EU; DeRoyal) placed in the 289
vagina. The mean core body temperature was 37.08 ± 0.26oC. 290
Uterine temperature 291
We determined the temperature in the uterine cavity of 58 participants ( 51 unstimulated and 7 292
stimulated women; Table 1 and Figure 1a). The mean temperature in the human uterine cavity on the 293
third day following a positive LH test or ovum pick-up was 36.94 ± 0.26oC (temperature range: 36.0oC 294
to 37.6oC). One stimulated participant, participant 34, felt discomfort during temperature catheter 295
insertion and therefore temperature measurement and further study procedures were aborted. The 296
uterine temperature correlated with body temperature (r = 0.45, p < 0.001). The uterine temperature 297
did not significantly differ between unstimulated women (36.94 ± 0.27oC) and stimulated women 298
(36.99 ± 0.15oC) (ΔT = 0.05 , p = 0.64). 299
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Uterine pH 300
We determined the pH in the uterine cavity of 53 participants (46 unst imulated and 7 stimulated 301
women; Table 1 and Figure 1b). The mean pH in the human uterine cavity on the third day following a 302
positive LH test or ovum pick -up was pH 6.76 ± 0.22 (pH range: 6.31 to 7.34). Five participants felt 303
discomfort during temperature or pH measurement and therefore pH was not determined. The uterine 304
pH did not significantly differ between unstimulated women (pH 6.75 ± 0.22) and stimulated women 305
(pH 6.82 ± 0.18) (ΔpH = 0.07, p = 0.42). 306
The composition of uterine fluid 307
We aspirated uterine fluid from 50 participants: 43 unstimulated and 7 stimulated women (Table 1 308
and Figure 1b). For practical reasons, the first available twenty (two) samples of aspirated uterine fluid 309
were used to determine the mean concentrations of thirty -seven components of uterine fluid 310
aspirated on the third day following a positive LH test (n = 15) or ovum pick-up (n = 7) (Table 2). This 311
subset of components aligns with the thirty -seven components previously analysed in fifteen 312
commercial human embryo cultur e media (Tarahomi et al. 2019). Important energy sources for 313
preimplantation embryos were present in the following mean concentrations: 0.08 ± 0.02 mM 314
pyruvate, 5.1 ± 1.78 mM glucose and 6.60 ± 1.12 mM lactate. The amino acids glutamic acid, glycine 315
and alanine were present at much higher concentrations than the concentrations of other amino acids 316
determined in the aspirated uterine fluid samples. Glutamic acid alone represented 23% of the total 317
amino acid concentration in human uterine fluid. Citrulline, asparagine, tryptophan and methionine 318
were present at the lowest concentrations: approximately 45 -fold lower than glutamic acid. 319
Furthermore, immunoglobulins were present in different concentrations, with IgG being the most 320
predominant. 321
Discussion
322
In vivo evidence-based optimization of the in vitro embryo culture environment may improve human 323
preimplantation embryo development and quality, and hold the potential to increase cumulative live 324
birth rates and improve child outcomes after IVF/ICSI. However, the in vivo evidence on the natural 325
environment of human preimplantation embryos is scarce. Better understanding of the in vivo 326
characteristics of the preimplantation embryo environment in humans is essential to enable mimicking 327
of this natural environment in an in vitro human embryo culture system. We aimed to gain 328
fundamental knowledge on the human uterine conditions during the physiologically relevant period of 329
the menstrual cycle. We measured the temperature (36.94 ± 0.26oC) and pH (6.76 ± 0.22) in the uterus 330
of healthy women of reproductive age with n ormal ovulation and uterine function on the third day 331
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following a positive LH test or ovum pick -up, and determined the concentrations of thirty -seven 332
components of uterine fluid aspirated at the same time in the menstrual cycle. 333
The strength of this study lies in the aim to analyse the characteristics of the human uterine cavity 334
specifically at the physiologically relevant period of the menstrual cycle – when a preimplantation 335
embryo normally resides and develops within the human reproductive tract. Although some previous 336
studies have stated that in vivo measurement results throughout the menstrual cycle do not 337
significantly differ from each other (Kermack, et al., 2015, Utsunomiya, et al., 2022), other studies have 338
shown that uterine characteristics could change during the menstrual cycle (Feo, 1955, Yedwab, et al., 339
1976, Gardner, et al., 1996), possibly in response to shifting hormone levels, endometrial changes, or 340
other factors. Since we want to use in vivo insights for optimization of in vitro culture environment for 341
preimplantation embryos, it is important to ensure that the examined environment represents the 342
natural preimplantation embryo environment as close as possible at the time of the measurements . 343
We therefore timed the uterine measurements and uterine fluid aspiration in unstimulated women 344
specifically on the third day following a positive LH test. However, the LH test yields a positive result 345
at the onset of the LH surge, serving as an indicator of the impending ovulation rather than confirming 346
its occurrence. Ovulation is anticipated 24 -48 hours after a positive LH test result and therefore our 347
analyses of uterine characte ristics were conducted approximately 1.5 days post -ovulation. At this 348
moment in the menstrual cycle, a zygote or preimplantation embryo could be hypothesised to still be 349
in one of the oviducts. The time of arrival of an human embryo in the uterus is not established exactly, 350
but generally assumed to be around the third day after fertilization, although it could be earlier or 351
later. Regarding our timing, we may have identified an environment pa rticularly suitable to cleavage 352
stage embryos, which now could be considered a limitation. However, the measurements on the third 353
day following ovum pick-up, approximately 3-3.5 days after ovulation in stimulated women – when an 354
embryo is expected to reside in the uterus – , did not clearly differ from the results in unstimulated 355
women. We also consider measurements in the uterus relevant for determining conditions for in vitro 356
cleavage stage culture, because the timing of embryos entering the uterus has not exactly been 357
determined yet, as we mentioned earlier, but mostly since measuring oviduct conditions comes with 358
difficulties that challenge the results. Measuring oviductal pH is particularly difficult due to the 359
narrowness of the oviducts, complicating access and accurate measurements. The use of CO 2 for 360
insufflation during surgeries alters the pH, a change that also occurs in ex vivo measurements following 361
ovariectomy. Additionally, women scheduled for surgeries like ovariectomy often have reproductive 362
health issues that may modify the oviductal environment. 363
Other strengths of this study include the extensive number of uterine measurements conducted at one 364
specific point in the menstrual cycle. T he reliability of the measurements is ensured by the use of 365
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13
catheters designed for internal t emperature and pH measurements. Furthermore, we identified the 366
concentrations of the largest number of components in each uterine fluid sample to date. Additionally, 367
the reliable techniques used for determining the concentrations of the uterine fluid components add 368
robustness to the results. 369
Limitations
mainly regard the implications of the results. Firstly, a general and inevitable limitation of 370
identifying the in vivo preimplantation embryo environment is the absence of a preimplantation 371
embryo, which normally may have influenced its surroundings. Secondly, our study was confined to a 372
single centre and a specific population of women. The potential influence of genetic or nutritional 373
factors possibly limit the generalizability of the findings . Thirdly, uterine fluid likely consists of more 374
components than the thirty -seven that we analys ed. Fourthly, e xact mimicking of all known 375
characteristics of the in vivo environment in vitro may not provide an optimal human preimplantation 376
embryo environment in vitro. Follow-up research on the effect of in vivo characteristics in an in vitro 377
culture system for human preimplantation embryo culture will be necessary. 378
Temperature 379
The mean uterine temperature we determined, 36.94 ± 0.26oC, was similar to the average temperature 380
Yedwab et al. found in the uterine cavity of ten healthy women during their estimated ovulatory phase: 381
37.08 ± 0.18oC (Yedwab, et al., 1976). In absence of other in vivo studies, our findings add confidence 382
to the suggestion that a temperature of 37.0oC is optimal for human embryo culture. The standard 383
temperature of 37.0oC used in laboratory practice for human embryo culture in IVF matches these 384
results. 385
pH 386
The mean uterine pH we identified ( pH 6.76 ± 0.22) slightly differed from the mean pH reported by 387
two studies that previously investigated uterine pH (Feo, 1955, Sedlis, et al., 1967, Yedwab, et al., 388
1976). The early secretory pH values measured by Feo et al. (mean pH: 6.55, n=4; pH range 6.5- 6.6) 389
and early secretory and mid-secretory pH values measured by Sedlis et al. (mean pH: 6. 5, n=17; pH 390
range: 6.2-7.0) were a little lower, the mean pH reported by Yedwab et al. (pH 7.12, n=40) was higher. 391
Despite several limitations, the results from our study and these other in vivo studies indicate that the 392
pH of the human preimplantation embryo environment in vivo is lower than the pH currently 393
considered optimal and widely used for in vitro human embryo culture (pH 7.2-7.4). These findings 394
suggest that decreasing the pH of the in vitro human embryo culture system may im prove human 395
embryo development. Based on our study, we propose that in vitro embryo culture at a pH of 6.8 ± 0.1 396
may be more beneficial for human preimplantation embryos than the current ly standard used pH of 397
7.3 ± 0.1. Future research should be conducted to confirm this. 398
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14
Uterine fluid composition 399
The a mino acid concentrations we determined in the aspirated uterine fluid samples were fairly 400
comparable to the concentrations of the 18 amino acids previously determined in 56 samples of human 401
uterine fluid, although the latter were predominantly aspirated from subfertile women (Kermack, et 402
al., 2015) . Interestingly, amino acid concentrations that were recently identified in 28 samples of 403
human midcycle and luteal oviduct fluid from infertile women were also similar (Utsunomiya, et al., 404
2022). Other components identified in these oviduct fluid samples , such as ions and energy sources 405
(pyruvate, glucose and lactate), showed slightly diverse results with the concentrations of the 406
components in our uterine fluid samples. For example, the average pyruvate concentration was higher 407
(0.18 mM ± 1. 48 mM) and the average lactate concentration was lower (4.66 ± 2.78 mM) than we 408
determined in uterine fluid , but not significantly different . The average glucose concentration in 409
midcycle oviduct fluid was lower (3.41 ± 1.61 mM) and in luteal oviduct fluid higher (4.16 ± 2.01 mM) 410
than what we found in uterine fluid. Interestingly, the average m agnesium concentration in oviduct 411
fluid (0.53 ± 0.25 mM) appeared to be significantly lower than in uterine fluid. This difference seems 412
relevant for embryo culture medium development, where two approaches (low or high magnesium 413
concentration) have been used (Morbeck 2017). 414
One of the two small and older studies that had previously analysed uterine fluid composition, 415
determined proliferative, midcycle and luteal phase uterine glucose, calcium, chloride, potassium, 416
sodium, urea and fructose concentrations (Casslen and Nilsson, 1984). The midcycle and luteal phase 417
mean glucose concentrations of respectively 5.7 mM and 5.2 mM (in total n = 6), align with the mean 418
glucose concentration of 5.1 ± 1.78 mM in our samples . The mean concentrations of the analysed 419
inorganic ions showed a similar pattern to our results, but were higher (potassium 25.8 mM and 420
chloride 110 mM) or lower (sodium 110 mM) in absolute numbers . The other study, from 1996, 421
investigated uterine concentrations of the metabolites pyruvate, lactate and glucose throughout the 422
menstrual cycle (Gardner, et al., 1996) . The mean glucose concentration (in total n = 15) was lower 423
than 5 mM, namely 3.15 ± 0.31 mM. The mean concentrations of pyruvate (0.10 ± 0.05 mM) and lactate 424
(5.87 ± 1.19 mM) were similar to our results. 425
In conclusion, o ur study contributes the most comprehensive analysis of human in vivo uterine 426
temperature (n=58), pH (n = 53) and uterine fluid composition to date (37 components in 22 samples). 427
We gained novel fundamental insights into the natural in vivo environment of human preimplantation 428
embryos, valuable for assessment and optimization of the in vitro embryo culture system. The mean 429
uterine temperature we found confirmed the use of 37.0 oC for human embryo culture to be optimal 430
for human preimplantation embryos. However, we observed a significantly lower pH (pH 6.76 ± 0.23) 431
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15
compared to the current widely adopted pH range of 7.2 -7.4 for human embryo culture in IVF 432
laboratories. Our results suggest that decreasing the pH of human embryo culture medium may be 433
beneficial for the development and quality of human preimplantation embryos and potentially leads 434
to a higher (cumulative) live birth rate. We therefore propose to test the effects of culturing human 435
embryos in a pH of 6.8 ± 0.1. Furthermore, we provided a comprehensive overview of the 436
concentrations of 37 components of uterine fluid, which can also be used for in vivo evidence-based 437
embryo culture medium development. 438
Data availability 439
The data underlying this article are available in the article. 440
Authors’ roles 441
M.T., S.R. and S.M. designed the study. M.T., S.Z., S.F., A.M., Z.F., H.S and F.F. contributed substantially 442
to data collection. M.T., J.v.S., F.S. and F.V. performed the uterine fluid analyses. M.T., M.Z. and M.v.W. 443
analyzed and interpreted the data. M.Z., M.T., G.H. and S.M. wrote the final manuscript. All authors 444
revised the manuscript and approved publication of the last version. 445
Funding 446
This research was supported by ZonMw ( https://www.zonmw.nl/en) Programme Translational 447
Research 2 [project number 446002003] for manuscript preparation. 448
Conflict of interest 449
The authors used these in vivo data to develop a human embryo culture medium based on the in vivo 450
embryo environment. 451
452
Table 1. Participants' characteristics, including measured uterine temperature and pH 453
In the last row we presented the mean ± SD for age, BMI, vaginal temperature, uterine temperature 454
and uterine pH. The vaginal temperature of participants 12 and 23 was not included in the calculation 455
of the mean ± SD. 456
Figure 1. Human uterine temperature and pH 457
a. Human uterine temperature on the third day after a positive LH test (unstimulated participants, 458
n=51; in blue) or on the third day after ovum pick-up (stimulated participants, n=7; in orange). 459
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16
b. Human uterine pH on the third day after a positive LH test (unstimulated participants, n=46; in blue) 460
or on the third day after ovum pick-up (stimulated participants, n=7; in orange). 461
Table 2. Concentrations of thirty -seven components of human uterine fluid aspirated on the third 462
day after a positive LH test (n=15) or on the third day after ovum pick-up (n=7). 463
Concentrations are presented as the mean ± SEM. 464
465
References
466
Baak NA, Cantineau AE, Farquhar C, Brison DR. Temperature of embryo culture for assisted 467
reproduction. Cochrane Database Syst Rev 2019;9: CD012192. 468
Banrezes B, Sainte-Beuve T, Canon E, Schultz RM, Cancela J, Ozil JP. Adult body weight is 469
programmed by a redox-regulated and energy-dependent process during the pronuclear stage in 470
mouse. PLoS One 2011;6: e29388. 471
Bavister BD. How animal embryo research led to the first documented human IVF. Reprod Biomed 472
Online 2002;4 Suppl 1: 24-29. 473
Boomsma CM, Kavelaars A, Eijkemans MJ, Amarouchi K, Teklenburg G, Gutknecht D, Fauser BJ, 474
Heijnen CJ, Macklon NS. Cytokine profiling in endometrial secretions: a non-invasive window on 475
endometrial receptivity. Reprod Biomed Online 2009;18: 85-94. 476
Borland RM, Biggers JD, Lechene CP, Taymor ML. Elemental composition of fluid in the human 477
Fallopian tube. J Reprod Fertil 1980;58: 479-482. 478
Busa WB, Nuccitelli R. Metabolic regulation via intracellular pH. Am J Physiol 1984;246: R409-438. 479
Cairo Consensus Group. 'There is only one thing that is truly important in an IVF laboratory: 480
everything' Cairo Consensus Guidelines on IVF Culture Conditions. Reprod Biomed Online 2020;40: 481
33-60. 482
Canha-Gouveia A, Paradela A, Ramos-Fernandez A, Prieto-Sanchez MT, Sanchez-Ferrer ML, Corrales 483
F, Coy P. Which Low-Abundance Proteins are Present in the Human Milieu of Gamete/Embryo 484
Maternal Interaction? Int J Mol Sci 2019;20. 485
Casslen B, Nilsson B. Human uterine fluid, examined in undiluted samples for osmolarity and the 486
concentrations of inorganic ions, albumin, glucose, and urea. Am J Obstet Gynecol 1984;150: 877-487
881. 488
Chen CD, Yang JH, Lin KC, Chao KH, Ho HN, Yang YS. The significance of cytokines, chemical 489
composition, and murine embryo development in hydrosalpinx fluid for predicting the IVF outcome 490
in women with hydrosalpinx. Hum Reprod 2002;17: 128-133. 491
Chronopoulou E, Harper JC. IVF culture media: past, present and future. Hum Reprod Update 492
2015;21: 39-55. 493
David A, Serr DM, Czernobilsky B. Chemical composition of human oviduct fluid. Fertil Steril 1973;24: 494
435-439. 495
Dickens CJ, Maguiness SD, Comer MT, Palmer A, Rutherford AJ, Leese HJ. Human tubal fluid: 496
formation and composition during vascular perfusion of the fallopian tube. Hum Reprod 1995;10: 497
505-508. 498
Dumoulin JC, Land JA, Van Montfoort AP, Nelissen EC, Coonen E, Derhaag JG, Schreurs IL, Dunselman 499
GA, Kester AD, Geraedts JP, Evers JL. Effect of in vitro culture of human embryos on birthweight of 500
newborns. Hum Reprod 2010;25: 605-612. 501
Edwards RG, Purdy JM, Steptoe PC, Walters DE. The growth of human preimplantation embryos in 502
vitro. Am J Obstet Gynecol 1981;141: 408-416. 503
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
17
Edwards RG, Steptoe PC. Control of human ovulation, fertilization and implantation. Proc R Soc Med 504
1974;67: 932-936. 505
ESHRE. ART Fact Sheet 2023. 2023, Available from: https://www.eshre.eu/Europe/Factsheets-a nd-506
infographics [ Accessed on: 01 -02-2024]. 507
Feo LG. The pH of the human uterine cavity in situ. Am J Obstet Gynecol 1955;70: 60-64. 508
Feuer S, Rinaudo P. Preimplantation stress and development. Birth Defects Res C Embryo Today 509
2012;96: 299-314. 510
Fujii DT, Yohannes E, Por ED, Gillette L, Beesley RD, Heitmann RJ, Chow GE, Burney RO. The proteome 511
of human Fallopian tube lavages during the phase of embryo transit reveals candidate proteins for 512
the optimization of preimplantation embryo culture. Hum Reprod 2021;36: 367-380. 513
Gardner DK, Kelley RL. Impact of the IVF laboratory environment on human preimplantation embryo 514
phenotype. J Dev Orig Health Dis 2017;8: 418-435. 515
Gardner DK, Lane M, Calderon I, Leeton J. Environment of the preimplantation human embryo in 516
vivo: metabolite analysis of oviduct and uterine fluids and metabolism of cumulus cells. Fertil Steril 517
1996;65: 349-353. 518
Gatimel N, Moreau J, Parinaud J, Leandri RD. Need for choosing the ideal pH value for IVF culture 519
media. J Assist Reprod Genet 2020;37: 1019-1028. 520
Grinsted J, Kjer JJ, Blendstrup K, Pedersen JF. Is low temperature of the follicular fluid prior to 521
ovulation necessary for normal oocyte development? Fertil Steril 1985;43: 34-39. 522
Gu Y, Xu J, Sun F, Cheng J. Elevated intracellular pH of zygotes during mouse aging causes 523
mitochondrial dysfunction associated with poor embryo development. Mol Cell Endocrinol 2023;574: 524
111991. 525
Hannan NJ, Paiva P, Meehan KL, Rombauts LJ, Gardner DK, Salamonsen LA. Analysis of fertility-526
related soluble mediators in human uterine fluid identifies VEGF as a key regulator of embryo 527
implantation. Endocrinology 2011;152: 4948-4956. 528
Kermack AJ, Finn-Sell S, Cheong YC, Brook N, Eckert JJ, Macklon NS, Houghton FD. Amino acid 529
composition of human uterine fluid: association with age, lifestyle and gynaecological pathology. 530
Hum Reprod 2015;30: 917-924. 531
Kleijkers SH, Mantikou E, Slappendel E, Consten D, van Echten-Arends J, Wetzels AM, van Wely M, 532
Smits LJ, van Montfoort AP, Repping S et al. Influence of embryo culture medium (G5 and HTF) on 533
pregnancy and perinatal outcome after IVF: a multicenter RCT. Hum Reprod 2016;31: 2219-2230. 534
Leese HJ. Human embryo culture: back to nature. J Assist Reprod Genet 1998;15: 466-468. 535
Lippes J. Applied physiology of the uterine tube. Obstet Gynecol Annu 1975;4: 119-166. 536
Lippes J, Enders RG, Pragay DA, Bartholomew WR. The collection and analysis of human fallopian 537
tubal fluid. Contraception 1972;5: 85-103. 538
Lippes J, Krasner J, Alfonso LA, Dacalos ED, Lucero R. Human oviductal fluid proteins. Fertil Steril 539
1981;36: 623-629. 540
Lippes J, van Oss CJ, Bronson PM, Alfonso LA, Dacalos EA, Lucero R. Human oviductal fluid proteins. II. 541
Preparation of an antiserum to a human oviductal fluid protein: existence of autoantibodies against it 542
in some sera. Fertil Steril 1983;39: 824-828. 543
Lippes J, Wagh PV. Human oviductal fluid (hOF) proteins. IV. Evidence for hOF proteins binding to 544
human sperm. Fertil Steril 1989;51: 89-94. 545
Lippes J, Wagh PV. Human oviductal fluid proteins. VI. Correlation between alpha-fetoprotein and 546
serum levels of ovarian hormones. Fertil Steril 1993;59: 157-162. 547
Menezo YJ, Herubel F. Mouse and bovine models for human IVF. Reprod Biomed Online 2002;4: 170-548
175. 549
Moghissi KS. Human fallopian tube fluid. I. Protein composition. Fertil Steril 1970;21: 821-829. 550
Morbeck DE, Baumann NA, Oglesbee D. Composition of single-step media used for human embryo 551
culture. Fertil Steril 2017;107: 1055-1060.e1051. 552
Morbeck DE, Krisher RL, Herrick JR, Baumann NA, Matern D, Moyer T. Composition of commercial 553
media used for human embryo culture. Fertil Steril 2014;102: 759-766 e759. 554
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
18
Nelissen EC, Van Montfoort AP, Coonen E, Derhaag JG, Geraedts JP, Smits LJ, Land JA, Evers JL, 555
Dumoulin JC. Further evidence that culture media affect perinatal outcome: findings after transfer of 556
fresh and cryopreserved embryos. Hum Reprod 2012;27: 1966-1976. 557
Parmar T, Sachdeva G, Savardekar L, Katkam RR, Nimbkar-Joshi S, Gadkar-Sable S, Salvi V, 558
Manjramkar DD, Meherji P, Puri CP. Protein repertoire of human uterine fluid during the mid-559
secretory phase of the menstrual cycle. Hum Reprod 2008;23: 379-386. 560
Pool TB, Schoolfield J, Han D. Human embryo culture media comparisons. Methods Mol Biol 561
2012;912: 367-386. 562
Salamonsen LA, Edgell T, Rombauts LJ, Stephens AN, Robertson DM, Rainczuk A, Nie G, Hannan NJ. 563
Proteomics of the human endometrium and uterine fluid: a pathway to biomarker discovery. Fertil 564
Steril 2013;99: 1086-1092. 565
Sedlis A, Kandemir E, Stone ML. Intrauterine pH of women using stainless steel contraceptive device. 566
Obstet Gynecol 1967;30: 114-117. 567
Shams A, Rizk MA, Toppozada HK, Khowessah MM, Abul-Enin M, Said S, Habib YA, Kira LH. Human 568
tubal fluid collection via vagina and its quantitative variations during the menstrual cycle. J Reprod 569
Med 1977;18: 61-65. 570
Squirrell JM, Lane M, Bavister BD. Altering intracellular pH disrupts development and cellular 571
organization in preimplantation hamster embryos. Biol Reprod 2001;64: 1845-1854. 572
Srivastava MD, Lippes J, Srivastava BI. Cytokines of the human reproductive tract. Am J Reprod 573
Immunol 1996;36: 157-166. 574
Strandell A, Thorburn J, Wallin A. The presence of cytokines and growth factors in hydrosalpingeal 575
fluid. J Assist Reprod Genet 2004;21: 241-247. 576
Summers MC, Biggers JD. Chemically defined media and the culture of mammalian preimplantation 577
embryos: historical perspective and current issues. Hum Reprod Update 2003;9: 557-582. 578
Swain JE. Optimizing the culture environment in the IVF laboratory: impact of pH and buffer capacity 579
on gamete and embryo quality. Reprod Biomed Online 2010;21: 6-16. 580
Swain JE. Is there an optimal pH for culture media used in clinical IVF? Hum Reprod Update 2012;18: 581
333-339. 582
Swain JE. Optimal human embryo culture. Semin Reprod Med 2015;33: 103-117. 583
Swain JE, Pool TB. New pH-buffering system for media utilized during gamete and embryo 584
manipulations for assisted reproduction. Reprod Biomed Online 2009;18: 799-810. 585
Tarahomi M, Vaz FM, van Straalen JP, Schrauwen FAP, van Wely M, Hamer G, Repping S, 586
Mastenbroek S. The composition of human preimplantation embryo culture media and their stability 587
during storage and culture. Hum Reprod 2019;34: 1450-1461. 588
Tay JI, Rutherford AJ, Killick SR, Maguiness SD, Partridge RJ, Leese HJ. Human tubal fluid: production, 589
nutrient composition and response to adrenergic agents. Hum Reprod 1997;12: 2451-2456. 590
Utsunomiya T, Yao T, Itoh H, Kai Y, Kumasako Y, Setoguchi M, Nakagata N, Abe H, Ishikawa M, Kyono 591
K et al. Creation, effects on embryo quality, and clinical outcomes of a new embryo culture medium 592
with 31 optimized components derived from human oviduct fluid: A prospective multicenter 593
randomized trial. Reprod Med Biol 2022;21: e12459. 594
Wagh PV, Lippes J. Human oviductal fluid proteins. III. Identification and partial purification. Fertil 595
S
teril 1989;51: 81-88. 596
Wagh PV, Lippes J. Human oviductal fluid proteins. V. Identification of human oviductin-I as alpha-597
fetoprotein. Fertil Steril 1993;59: 148-156. 598
Yedwab GA, Paz G, Homonnai TZ, David MP, Kraicer PF. The temperature, pH, and partial pressure of 599
oxygen in the cervix and uterus of women and uterus of rats during the cycle. Fertil Steril 1976;27: 600
304-309. 601
Y
oussef MMA, Mantikou E, van Wely M, Van der Veen F, Al-I
nany HG, Repping S, Mastenbroek S. 602
C
ulture media for human pre-im
plantation embryos in assisted reproductive technology cycles. 603
Cochrane Database of Systematic Reviews 2015. 604
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
19
Zagers M, Laverde M, Schrauwen F, De Groot J, Vaz F, Mastenbroek S. O-008 The composition of 605
commercially available human preimplantation embryo culture media. Human Reproduction 606
2023;38. 607
608
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
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Tables and Figures 609
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1 33 23,8 0 Az oospermia No 3rd day following + LH test 8.2 C 37,3 37,1 6.71 ± 0.02
2 24 29,4 0 Olig ospermia No 3rd day following + LH test 6,7 C 37,3 36,9 6.39 ± 0.09
3 29 25,4 0 Azoospermia No 3rd day following + LH test 7,1 C 37,1 37,1 6.58 ± 0.05
4 31 24,0 2 Normospermia No 3rd day following + LH test 7,1 C 37,5 37,2 6.81 ± 0.05
5 33 24,8 0 Azoospermia No 3rd day following + LH test 11,8 B 37,1 36,9 6.75 ± 0.11
6 33 24,3 0 Azoospermia No 3rd day following + LH test 8,2 C 37,1 36,9 6.72 ± 0.04
7 27 24,7 0 Azoospermia No 3rd day following + LH test 8,2 C 37,1 36,6 6.80 ± 0.09
8 31 20,2 0 Azoospermia No 3rd day following + LH test 6,3 C 37,1 37,3 6.72 ± 0.18
9 33 23,4 0 Azoospermia No 3rd day following + LH test 12,6 B 37,0 36,8 6.59 ± 0.05
10 29 27,6 0 Azoospermia No 3rd day following + LH test 8,8 B 37,3 37,0 n.a.
11 31 30,4 0 Azoospermia No 3rd day following + LH test 8,3 B 37,0 37,1 6.83 ± 0.07
12 30 24,0 0 Azoospermia No 3rd day following + LH test 10,3 B 37,9 n.a. n.a.
13 29 25,2 0 Azoospermia No 3rd day following + LH test 7,7 B 36,9 36,6 n.a.
14 30 22,5 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 9,4 A 37,0 37,0 7.03 ± 0.07
15 25 26,4 0 Oligospermia No 3rd day following + LH test 8,4 B 37,1 36,8 6.72 ± 0.16
16 35 25,2 1 Normospermia Yes (elective freeze-all) 3rd day following ovum pick-up 8,4 B 37,1 37,0 6.95 ± 0.06
17 31 27,1 0 Oligospermia No 3rd day following + LH test 6,8 B 37,4 37,1 6.65 ± 0.07
18 25 20,7 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 9,1 A 36,9 37,0 6.73 ± 0.08
19 37 27,5 2 Normospermia No 3rd day following + LH test 8,8 C 36,8 36,9 6.70 ± 0.03
20 32 28,5 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 8,1 A 37,0 37,0 6.74 ± 0.17
21 35 32,8 2 Normospermia Yes (OHSS) 3rd day following ovum pick-up 10,5 B 37,0 37,0 6.79 ± 0.03
22 33 21,3 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 8,8 B 37,3 37,2 7.00 ± 0.07
23 23 26,1 0 Azoospermia No 3rd day following + LH test 7,6 C 37,6 n.a. n.a.
24 38 29,7 0 Azoospermia No 3rd day following + LH test 7,4 C 36,9 36,6 6.86 ± 0.06
25 27 26,4 0 Azoospermia No 3rd day following + LH test 10,1 C 37,3 37,0 n.a.
26 26 31,9 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 6,2 A 37,2 36,7 6.53 ± 0.05
27 24 21,2 0 Azoospermia No 3rd day following + LH test 12,1 B 37,2 36,8 6.70 ± 0.00
28 23 20,2 0 Azoospermia No 3rd day following + LH test 8,2 C 37,2 36,8 6.95 ± 0.07
29 34 24,6 0 Azoospermia No 3rd day following + LH test 7 C 36,7 36,8 6.75 ± 0.13
30 27 25,0 0 Oligospermia No 3rd day following + LH test 6 C 36,8 36,8 6.60 ± 0.14
31 28 21,0 0 Oligospermia No 3rd day following + LH test 8 C 36,7 36,8 n.a.
32 31 26,0 0 Oligospermia No 3rd day following + LH test 10 B 37,3 37,3 6.97 ± 0.10
33 31 20,6 0 Oligospermia No 3rd day following + LH test 9 B 37,2 37,3 6.66 ± 0.27
34 35 27,8 0 Azoospermia Yes (OHSS) 3rd day following ovum pick-up 5,3 C 37,1 n.a. n.a.
35 28 29,8 0 Azoospermia No 3r d day following + LH test 10,5 B 37,2 37,1 6.86 ± 0.15
36 24 22,6 0 Azoospermia No 3rd day following + LH test 6,7 B 36,3 36,6 6.59 ± 0.03
37 27 17,2 0 Azoospermia No 3rd day following + LH test 9,6 B 36,7 37,3 6.60 ± 0.03
38 29 27,1 0 Azoospermia No 3rd day following + LH test 8,8 A 36,7 37,1 n.a.
39 32 21,1 0 Azoospermia No 3rd day following + LH test 6,1 C 37,0 36,4 7.08 ± 0.04
40 29 28,6 0 Azoospermia No 3rd day following + LH test 7,3 C 37,0 36,8 6.76 ± 0.12
41 34 23,5 2 Normospermia No 3rd day following + LH test 11,7 C 37,1 37,1 6.50 ± 0.03
42 35 23,4 0 Oligospermia No 3rd day following + LH test 5,8 C 36,8 37,0 6.44 ± 0.05
43 29 21,4 0 Azoospermia No 3rd day following + LH test 13,2 B 37,0 36,9 6.99 ± 0.03
44 40 24,0 0 Azoospermia No 3rd day following + LH test 11 C 37,0 36,9 6.78 ± 0.04
45 27 28,0 0 Oligospermia No 3rd day following + LH test 12 B 36,9 36,8 6.72 ± 0.04
46 21 22,8 0 Azoospermia No 3rd day following + LH test 10,2 A 37,4 37,0 6.60 ± 0.00
47 24 22,0 0 Azoospermia No 3rd day following + LH test 7 C 37,0 36,9 7.25 ± 0.09
48 21 25,3 0 Oligospermia No 3rd day following + LH test 6,6 C 37,0 37,0 6.48 ± 0.06
49 34 17,9 0 Azoospermia No 3rd day following + LH test 11,9 C 36,9 36,8 6.93 ± 0.08
50 36 21,1 0 Azoospermia No 3rd day following + LH test 5,9 C 37,5 37,1 6.73 ± 0.11
51 36 27,2 0 Azoospermia No 3rd day following + LH test 7,9 C 36,9 37,1 7.21 ± 0.11
52 34 25,7 0 Azoospermia No 3rd day following + LH test 5,6 C 37,1 37,0 7.05 ± 0.05
53 31 27,7 1 Azoospermia No 3rd day following + LH test - - 36,7 36,9 6.83 ± 0.12
54 28 24,0 0 Azoospermia No 3rd day following + LH test 7,6 A 37,0 37,0 6.87 ± 0.11
55 28 19,5 0 Azoospermia No 3rd day following + LH test 9,4 C 37,0 36,7 6.31 ± 0.04
56 20 24,5 0 Azoospermia No 3rd day following + LH test 10 C 36,9 36,0 6.91 ± 0.19
57 30 28,7 1 Normospermia No 3rd day following + LH test 10 C 37,2 36,9 6.59 ± 0.03
58 34 28,4 1 Normospermia No 3rd day following + LH test 9 C 36,9 36,6 6.50 ± 0.02
59 29 22,0 0 Azoospermia No 3rd day following + LH test 6,7 B 37,0 37,0 7.34 ± 0.06
60 30 25,6 1 Normospermia No 3rd day following + LH test 12,2 B 37,4 37,6 6.39 ± 0.11
61 32 24,4 0 Azoospermia No 3rd day following + LH test 8,2 B 37,5 37,6 6.81 ± 0.06
Mean ± SD 29.9 ± 4.4 24.8 ± 3.3 37.05 ± 0.23 36.94 ± 0.26 6.76 ± 0.22
Table 1. Participants' characteristics, including measured uterine temperature and pH.
In the last row we presented the mean ± SD for age, BMI, vaginal temperature, uterine temperature and uterine pH. The vaginal temperature of participants 12 and 23 was not included in the calculation of the mean ± SD.
Participant
study number Age BMI Semen analysis
Result
partner
Previous
gravidity
Hormonal stimulation
for IVF treatment
Timing of uterine measurements and
uterine fluid aspiration
Endometrial
thickness (mm)
Endometrial
pattern (layers)
Core body
temperature (oC)
Uterine
temperature (oC) Uterine pH
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
21
636
637
Figure 1. Human uterine temperature and pH
b. Human uterine pH on the third day after a positive LH test (unstimulated participants, n=46; in blue) or on the third day after ovum pick-up (stimulated
participants, n=7; in orange).
a. Human uterine temperature on the third day after a positive LH test (unstimulated participants, n=51; in blue) or on the third day after ovum pick-up
(stimulated participants, n=7; in orange).
36
36,2
36,4
36,6
36,8
37
37,2
37,4
37,6
37,8
0 1 2 3 4 5 6 7 8 9 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061
Human uterine temperature (oC)
Participants
Human uterine temperature
6,2
6,3
6,4
6,5
6,6
6,7
6,8
6,9
7
7,1
7,2
7,3
7,4
0 1 2 3 4 5 6 7 8 9 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061
Human uterine pH
Participants
Human uterine pH
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
22
Calcium 1.55 ± 0.18
Chloride 82.34 ± 3.62 Histidine 97 ± 17
Magnesium 1.83 ± 0.17 Isoleucine 114 ± 14
Phosphate 3.30 ± 0.59 Leucine 193 ± 31
Potassium 17.22 ± 2.07 Lysine 298 ± 53
Sodium 143.81 ± 8.02 Methionine 38 ± 9
Phenylalanine 100 ± 15
Threonine 117 ± 20
Glucose 5.1 ± 1.78 Tryptophan 37 ± 4
L
actate 6.60 ± 1.12 Valine 190 ± 26
Pyruvate 0.08 ± 0.02
Alanine 513 ± 82
Albumin 12.02 ± 1.23 Arginine 136 ± 40
Total protein 41.93 ± 4.24 Asparagine 33 ± 7
Aspartic acid 230 ± 29
Citrulline 26 ± 3
IgA 0.42 ± 0.11 Glutamic acid 1162 ± 183
IgG 3.49 ± 0.44 Glutamine 227 ± 40
IgM 0.43 ± 0.07 Glycine 955 ± 156
Ornithine 125 ± 10
Other Proline 221 ± 33
Iron (µM) 115.11 ± 31.76 Serine 220 ± 46
Uric acid (mM) 0.14 ± 0.03 Tyrosine 86 ± 15
Immunoglobulins (g/L)
Proteins (g/L)
Energy sources (mM)
Table 2. Concentrations of thirty-seven components of human uterine fluid aspirated on the
third day after a positive LH test (n=15) or on the third day after ovum pick-up (n=7).
Concentrations are presented as the mean ± SEM.
Inorganic ions (mM) Amino acids (µM)
Essential amino acids
Non-essential amino acids
638
preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for thisthis version posted November 19, 2024. ; https://doi.org/10.1101/2024.11.18.623470doi: bioRxiv preprint
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