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Original article
Gestational diabetes prevalence and outcomes in women undergoing assisted reproductive techniques (ART)
Prevalencia y resultados de la diabetes gestacional en mujeres sometidas a técnicas de reproducción asistida (TRA)
Gemma Sesmiloa, Pilar Pratsb,
Corresponding author
pilpra@dexeus.com

Corresponding author.
, Manuel Álvarezb, Irene Romeroa, Mireia Guerreroa, Ignacio Rodríguezb, Alberto Rodríguez-Melcónb, Sandra Garciab, Bernat Serra Alsob
a Endocrine Unit, Dexeus University Hospital, Barcelona, Spain
b Department of Obstetrics, Gynaecology and Reproductive Medicine, Dexeus Mujer, Dexeus University Hospital, Barcelona, Spain
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Ashrafi et al&#46; found that type of ART and progesterone use for luteal support<a class="elsevierStyleCrossRef" href="#bib0105"><span class="elsevierStyleSup">1</span></a> influenced the risk for GDM&#44; but others did not&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">8</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">GDM is a controversial disorder without universal consensus with regards to diagnostic criteria and many different guidelines coexist&#46;<a class="elsevierStyleCrossRefs" href="#bib0145"><span class="elsevierStyleSup">9&#8211;11</span></a> The World Health Organization-International Association for Diabetes in Pregnancy Study Group &#40;WHO-IADPSG&#41; criteria defined after the HAPO study&#44; have been endorsed by different entities &#40;WHO&#44; International Federation of Gynaecology and Obstetrics &#91;FIGO&#93;&#41; but not by others &#40;the American College of Obstetricians and Gynecologists &#91;ACOG&#93;&#44; National Institute for Health and Care Excellence &#91;NICE&#93;&#41;&#46; WHO criteria diagnose GDM in a single step&#58; a 75<span class="elsevierStyleHsp" style=""></span>g oral glucose tolerance test &#40;OGTT&#41; performed in the second trimester and requires only one glucose value above 92&#44; 182 or 153<span class="elsevierStyleHsp" style=""></span>mg&#47;dl at 0&#8211;60 or 120<span class="elsevierStyleHsp" style=""></span>min respectively for the diagnosis&#46; In Spain&#44; the Gestational Diabetes group of the National Diabetes Society recommends the classic two-step diagnostic protocol&#58; first the O&#39;Sullivan test and if &#8805;140<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; a 100<span class="elsevierStyleHsp" style=""></span>g OGTT interpreted with National Diabetes Data Group &#40;NDDG&#41; criteria &#40;two above&#58; 0<span class="elsevierStyleHsp" style=""></span>h &#8805;105<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; 1<span class="elsevierStyleHsp" style=""></span>h<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>190<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; 2<span class="elsevierStyleHsp" style=""></span>h<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>165<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; 3<span class="elsevierStyleHsp" style=""></span>h<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>145<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#41;&#59; a change towards IADPSG criteria has not been recommended based on a national study since it would increase the rates of GDM and the pressure on the Public Health System without scientific evidence of clear benefit with intervention&#46;<a class="elsevierStyleCrossRefs" href="#bib0160"><span class="elsevierStyleSup">12&#44;13</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">Among the studies that have found an increased rate of GDM in ART pregnancies&#44; most of them have used IADPSG criteria for the diagnosis or ADIPS &#40;Australasian Diabetes in Pregnancy Society&#41; in Australian studies&#46;<a class="elsevierStyleCrossRefs" href="#bib0105"><span class="elsevierStyleSup">1&#44;2&#44;6&#8211;8</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">We aimed to investigate whether women that underwent ART at our Hospital had a higher incidence of GDM than women who conceived spontaneously&#46; Another objective was to analyse if ART was related to the GDM rate and if the type of ART influenced that rate&#46; We also aimed to evaluate the rate of second trimester fasting plasma glucose &#40;FPG&#41;<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>92<span class="elsevierStyleHsp" style=""></span>mg&#47;dl &#8211; as an approximation to WHO diagnostic criteria for GDM &#8211; according to ART and the rate of complications and obstetrical outcomes in women who developed GDM in both groups&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Patients and methods</span><p id="par0025" class="elsevierStylePara elsevierViewall">This was a retrospective analysis of prospectively collected data of all consecutive singleton pregnancies &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>29&#44;529&#41; attended at Hospital Universitari Dexeus between January 2008 and December 2019&#44; who had complete data for all the main variables included in this study&#46; Patients younger than 18 years&#44; with pregestational diabetes&#44; patients treated with metformin prior to pregnancy and multiple pregnancies were excluded&#46; Only patients who were followed-up and delivered at our hospital were included&#46; Informed consent was obtained from all patients and the reported investigations were carried out in accordance with the principles of the Declaration of Helsinki as revised in 2008&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">All patients were managed according to standardised clinical protocols&#44; homogeneous in terms of GDM screening and management throughout the study period&#44; following the Spanish Diabetes Society-Diabetes and Pregnancy Group-recommendations&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">13</span></a> Screening for GDM was universal in the second trimester and targeted according to risk factors in the first trimester&#46; Diagnosis was based on the two-step protocol&#58; after an O&#39;Sullivan test &#8805;140<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; a 100<span class="elsevierStyleHsp" style=""></span>g OGTT was performed&#46; GDM was diagnosed according to NDDG criteria&#58; two or more above&#58; 105&#44; 190&#44; 165 and 145<span class="elsevierStyleHsp" style=""></span>mg&#47;dl at baseline&#44; 1&#44; 2 and 3<span class="elsevierStyleHsp" style=""></span>h respectively after oral glucose&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">Ovarian stimulation protocols have been previously described elsewhere&#46; Briefly&#44; ovarian stimulation was performed under gonadotrophins and pituitary suppression with gonadotrophin-releasing hormone analogues &#40;agonists or antagonists&#41; according to established protocols&#46;<a class="elsevierStyleCrossRef" href="#bib0170"><span class="elsevierStyleSup">14</span></a> Standard hormonal replacement protocol<a class="elsevierStyleCrossRef" href="#bib0175"><span class="elsevierStyleSup">15</span></a> was used for endometrial preparation in frozen embryo transfer &#40;FET&#41; and oocyte donor receptors &#40;ODR&#41;&#46;</p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Data collection</span><p id="par0040" class="elsevierStylePara elsevierViewall">Clinical and biochemical data were prospectively collected throughout pregnancy and entered in standard computerised clinical records used in posterior statistical analysis&#46; Demographics&#44; smoking status&#44; history of prior conditions and obstetric outcomes as well as physical examination data were collected at the first antenatal visit&#46; The BMI was calculated as the weight in kg divided by the square height in metres &#40;m<span class="elsevierStyleSup">2</span>&#41;&#46; All patients were managed according to homogenous standardised clinical protocols&#46;</p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Outcomes</span><p id="par0045" class="elsevierStylePara elsevierViewall">Main outcomes were rate of GDM defined by NDDG criteria&#44; rate of second trimester FPG<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>92<span class="elsevierStyleHsp" style=""></span>mg&#47;dl &#8211; as an approximation of GDM by WHO criteria &#8211; and rate of maternal and foetal complications in both groups&#58; ART and non-ART patients with GDM&#46;</p><p id="par0050" class="elsevierStylePara elsevierViewall">Maternal outcomes included&#58; primary caesarean delivery and gestational hypertensive disease &#40;GHD&#41; &#40;including gestational hypertension and preeclampsia&#41;&#46; Preeclampsia was defined as systolic blood pressure &#8805;140<span class="elsevierStyleHsp" style=""></span>mmHg or diastolic blood pressure &#8805;90<span class="elsevierStyleHsp" style=""></span>mmHg on &#8805;2 measures &#8805;6<span class="elsevierStyleHsp" style=""></span>h apart and proteinuria of &#8805;1&#43; on a dipstick test or a 24-h urine protein &#8805;300<span class="elsevierStyleHsp" style=""></span>mg&#46; Gestational hypertension was diagnosed when the criteria for elevated blood pressure were met without proteinuria&#46;</p><p id="par0055" class="elsevierStylePara elsevierViewall">Perinatal outcomes included small for gestational age &#40;SGA&#41; &#40;defined as birth weight below the 10th percentile for gestational age&#41;&#44; macrosomia &#40;defined as neonatal weight at or above 4000<span class="elsevierStyleHsp" style=""></span>g&#41;&#44; large for gestational age &#40;defined as birth weight above 95th percentile&#41;&#44; prematurity &#40;defined as gestational age at delivery<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>37&#46;0 weeks&#41;&#44; severe prematurity &#40;defined as gestational age at delivery<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>34&#46;0 weeks&#41; and Apgar score<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>7 at 1 and 5<span class="elsevierStyleHsp" style=""></span>min&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">Gestational age was defined as completed weeks based on last menstrual period or on the earliest ultrasound assessment if discordant&#46;</p><p id="par0065" class="elsevierStylePara elsevierViewall">Subtypes of ART were considered for group analysis&#58; IVF&#47;ICSI&#44; frozen embryo transfer &#40;FET&#41;&#44; oocyte donor recipients &#40;ODR&#41; and inseminations&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Statistical analysis</span><p id="par0070" class="elsevierStylePara elsevierViewall">Mean<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>standard deviation &#40;SD&#41;&#44; were reported for continuous variables&#44; and number and percentage were reported for categorical variables &#40;&#37; &#40;<span class="elsevierStyleItalic">n</span>&#41;&#41;&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">Categorical variables were compared using the chi-square test or the Fisher exact&#46; Continuous variables were compared using the Student&#39;s <span class="elsevierStyleItalic">T</span> test&#46; Finally&#44; to explore if ART was associated with the rate of GDM a multivariable logistic regression &#40;LR&#41; model was also constructed to analyse possible predictors of GDM including maternal age&#44; BMI at the first antenatal visit and parity&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">All tests were bilateral with a significant level set to 5&#37;&#46; The statistical analysis was performed using IBM&#174; SPSS&#174; Statistics v22&#46;0 and R &#40;R Development Core Team&#44; 2008&#41; software&#46;</p></span></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Results</span><p id="par0085" class="elsevierStylePara elsevierViewall">A total of 29&#44;529 patients were included in the study with a mean age of 34&#46;9<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#46;3 years and mean BMI of 23&#46;1<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>3&#46;8<span class="elsevierStyleHsp" style=""></span>kg&#47;m<span class="elsevierStyleSup">2</span>&#44; 96&#46;6&#37; were Caucasian and 9&#37; smokers&#46; Pregnancy was achieved by means of ART in 2596 women &#40;8&#46;8&#37;&#41;&#58; 852 IVF&#47;ICSI &#40;32&#46;8&#37;&#41;&#44; 980 FET &#40;37&#46;7&#37;&#41;&#44; 446 ODR &#40;17&#46;2&#37;&#41; and 318 inseminations &#40;12&#46;2&#37;&#41;&#46; The rest &#40;26&#44;933&#41; were spontaneous pregnancies &#40;91&#46;2&#37;&#41;&#46;</p><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Clinical characteristics</span><p id="par0090" class="elsevierStylePara elsevierViewall">Characteristics of women in the spontaneous pregnancy and ART groups are described in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#46; As expected&#44; women&#39;s age &#40;38&#46;49<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#46;71 vs 34&#46;61<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; and nulliparity &#40;77&#46;8&#37; vs 56&#46;7&#37;&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; were higher in the ART group compared with the spontaneous pregnancy group&#46; Significant differences in pregnancy weight gain were found between the ART and spontaneous pregnancy groups &#40;11&#46;41<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#46;11 vs 12&#46;18<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>4&#46;04&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; However&#44; we found no differences in the pre-pregnancy BMI between the two groups&#46; Smoking habit &#40;5&#46;8&#37; vs 9&#46;3&#37;&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; and previous C-section &#40;4&#46;8&#37; vs 6&#46;8&#37;&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; were less common in the ART group&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Rates of GDM by NDDG criteria</span><p id="par0095" class="elsevierStylePara elsevierViewall">The GDM global rate was 8&#46;9&#37; &#40;2632&#41;&#46; If we compare the different study groups&#44; the GDM rate was 12&#46;7&#37; &#40;330&#41; in pregnancies by ART compared to 8&#46;5&#37; &#40;2302&#41; in non-ART pregnancies &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; According to the ART subtypes&#44; GDM was 11&#46;2&#37; &#40;95&#41; in the subgroup of IVF&#47;ICSI&#44; 17&#46;7&#37; &#40;79&#41; in ODR&#44; 13&#37; &#40;127&#41; FET and 9&#46;1&#37; &#40;29&#41; in the insemination group &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46;</p></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Rates of second trimester FPG<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>92<span class="elsevierStyleHsp" style=""></span>mg&#47;dl</span><p id="par0100" class="elsevierStylePara elsevierViewall">Overall&#44; 8&#46;8&#37; &#40;815&#41; of patients had FPG<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>92<span class="elsevierStyleHsp" style=""></span>mg&#47;dl&#44; 11&#46;9&#37; &#40;104&#41; in the ART group and 8&#46;5&#37; &#40;711&#41; in the spontaneous pregnancy group &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; In the DMG group 20&#46;7&#37; of the ART pregnancies had FPG<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>92<span class="elsevierStyleHsp" style=""></span>mg&#47;dl and 15&#46;5&#37; of spontaneous pregnancies &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia></span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Multivariable analysis</span><p id="par0105" class="elsevierStylePara elsevierViewall">In a multivariable analysis adjusted by confounding factors &#40;maternal age&#44; BMI and parity&#41;&#44; we observed that ART was not an associated factor for GDM &#91;OR 1&#46;03 &#40;0&#46;90&#8211;1&#46;19&#41;&#93; &#40;<a class="elsevierStyleCrossRef" href="#tbl0015">Table 3</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0015"></elsevierMultimedia><p id="par0110" class="elsevierStylePara elsevierViewall">We built a model &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#41; to report the probability of GDM in mean age&#44; adjusted by BMI and ART&#44; in nulliparous and multiparous women&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Pregnancy outcomes in GDM patients in ART vs non-ART</span><p id="par0115" class="elsevierStylePara elsevierViewall">Pregnancy outcomes were similar in both groups except for C-section rates&#46; There were no differences in GHD&#44; SGA&#44; LGA&#44; preterm<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>34 GW or &#60;37 GW&#44; Apgar score or macrosomia rates in both groups&#46; C section rates were 30&#46;0&#37; in ART patients versus 15&#46;9&#37; in non-ART &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41; &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#41;&#46;</p></span></span><span id="sec0060" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0120">Discussion</span><p id="par0120" class="elsevierStylePara elsevierViewall">The present study provides epidemiological data and pregnancy outcomes in a large population of pregnant patients by means of ART &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>2596&#41; compared to spontaneous pregnancies &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>26&#44;933&#41;&#46; Rates of GDM were much higher in ART patients &#40;12&#46;7&#37; vs 8&#46;5&#37;&#41; but in multivariable analysis&#44; ART was not associated with this outcome&#46; We also found significant differences in GDM rates between different ART subtypes&#58; IVF&#47;ICSI&#44; FET&#44; ODR and inseminations but these groups were not comparable in variables known to affect GDM rates&#46;</p><p id="par0125" class="elsevierStylePara elsevierViewall">Pregnancy outcomes were similar between GDM in spontaneous and ART pregnancies except for C-section&#44; suggesting that ART does not confer an additional risk for the other complications of GDM studied&#46;</p><p id="par0130" class="elsevierStylePara elsevierViewall">Pregnancies after assisted reproduction are thought to be associated with worse prognosis than spontaneous pregnancies&#44; including more GDM&#44;<a class="elsevierStyleCrossRefs" href="#bib0130"><span class="elsevierStyleSup">6&#8211;8</span></a> but it has not been clear to date whether this is due to confounding factors&#44; including age or twin pregnancies&#59; studies have also used different diagnostic criteria for GDM&#46; The present study is based on a very large cohort of pregnant women from a single University Hospital followed by a homogeneous protocol&#44; criteria for GDM diagnosis was based on the two-step protocol&#44; the 100<span class="elsevierStyleHsp" style=""></span>g OGTT and the NGGD cut-offs&#46; We found an increased rate of GDM in ART but the multivariable analysis does not support any influence&#44; and other factors including age&#44; BMI and parity seem to explain the differences among ART versus the non-ART groups&#46;</p><p id="par0135" class="elsevierStylePara elsevierViewall">Different authors have assessed GDM rates in patients undergoing ART&#46; Different studies have used different GDM diagnostic criteria and reported rates of GDM are different&#44; probably accordingly to that&#46; Some authors have found ART to be independently related to GDM but many studies are cross-sectional and retrospective<a class="elsevierStyleCrossRefs" href="#bib0105"><span class="elsevierStyleSup">1&#44;6</span></a> and many did not exclude multiple pregnancies or patients with prior metformin use as we did&#46; These variables may have influenced our findings&#46; Other large studies lack clinically relevant information and&#47;or did not control for clinically relevant confounding factors&#46;<a class="elsevierStyleCrossRefs" href="#bib0180"><span class="elsevierStyleSup">16&#44;17</span></a> Silberstein et al&#46;&#44;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">18</span></a> in a large cohort including pregnancies conceived by IVF &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>1296&#41; and ovulation induction &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>1988&#41; as compared to singletons conceived spontaneously &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>172&#44;288&#41;&#44; found a significant linear association among the three groups for GDM &#40;17&#46;3&#37; in IVF&#44; 14&#46;2&#37; in ovulation induction and 6&#46;6&#37; in the control group&#41;&#44; severe preeclampsia &#40;2&#46;7&#37; in IVF&#44; 1&#46;8&#37; in ovulation induction&#44; 1&#46;1&#37; in the control group&#41; and overall perinatal mortality &#40;3&#46;3&#37; in IVF&#44; 2&#46;1&#37; in ovulation induction and 1&#46;3&#37; in the control group&#41;&#46; In the multivariable analysis&#44; both IVF and ovulation induction treatments were found to be independent risk factors for GDM&#46; In this particular study GDM rates were similar to ours&#44; though GDM diagnostic criteria were not specified&#46;</p><p id="par0140" class="elsevierStylePara elsevierViewall">Carbillon et al&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">19</span></a> found a greater rate of GDM after ART than after spontaneous pregnancies &#40;17&#46;6&#37; vs 14&#46;2&#37;&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;05&#41;&#46; They also found a higher prevalence of GDM after ovulation induction followed by assisted-reproduction procedures &#40;18&#46;3&#37;&#41; than after ovulation induction only &#40;15&#46;5&#37;&#41;&#46; Upon multivariable analysis&#44; women who had ART compared with those who had spontaneous pregnancies or pregnancies after ovulation induction only&#44; had a higher risk of gestational diabetes with an odds ratio of 1&#46;32 &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;05&#41;&#46;</p><p id="par0145" class="elsevierStylePara elsevierViewall">The present study also aimed to understand the prognosis of assisted-reproduction pregnancies with gestational diabetes&#46; We found a similar prognosis of GDM independent of ART&#44; except for C-Section&#46; Carbillon et al&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">19</span></a> found higher rates of GDM &#40;by WHO criteria&#41; and more obstetric complications in ART&#44; but this was mainly driven by polycystic ovarian syndrome &#40;PCOS&#41;&#44; a population that in the present study was less represented since metformin use prior to pregnancy was an exclusion criterion&#44; and PCOS patients in our hospital are usually on metformin prior to conception&#46; Koukhan et al&#46;&#44;<a class="elsevierStyleCrossRef" href="#bib0130"><span class="elsevierStyleSup">6</span></a> in a nested case-control study with a more limited number of patients&#44; found higher complications of GDM &#40;by WHO criteria&#41; in women who had ART versus spontaneous pregnancies&#46; It is also possible that NDDG criteria and WHO criteria identify different subtypes of GDM &#40;more baseline hyperglycaemia in those by WHO criteria&#41; and this may be another factor related to the different results&#46;</p><p id="par0150" class="elsevierStylePara elsevierViewall">Other authors have also found worse obstetric results in ART pregnancies&#46;<a class="elsevierStyleCrossRefs" href="#bib0105"><span class="elsevierStyleSup">1&#44;17&#44;20</span></a> Shevell et al&#46;<a class="elsevierStyleCrossRef" href="#bib0200"><span class="elsevierStyleSup">20</span></a> reported pregnancy outcomes in a cohort of 36&#44;062 pregnancies&#44; 1776 &#40;4&#46;9&#37;&#41; by means of ART&#44; separating those who had IVF vs&#46; ovulation induction in the ART group&#46; Ovulation induction was associated with a statistically significant increase in placental abruption&#44; foetal loss after 24 weeks&#44; and although gestational diabetes was increased&#44; it did not meet criteria for achieving statistical significance after adjustment&#46; Use of IVF was associated with a statistically significant increase in preeclampsia&#44; gestational hypertension&#44; placental abruption&#44; placenta previa&#44; and risk of caesarean delivery but they did not report complications in the GDM groups only&#46;</p><p id="par0155" class="elsevierStylePara elsevierViewall">Limitations of the present study include the retrospective nature of data analysis&#44; the lack of some clinical information like family history of diabetes and as our hospital is a private institution it may be a bias in the population included in the study&#44; but its strengths are the large sample and the homogeneity of care of the population included&#46;</p><p id="par0160" class="elsevierStylePara elsevierViewall">In conclusion&#58; Despite a higher prevalence of GDM in ART pregnancies&#44; ART was not associated with an increased risk of GDM when adjusting for age&#44; parity and BMI&#46; The prognosis of GDM in patients undergoing ART is similar to those with spontaneous pregnancies except for C-section rates&#46;</p></span><span id="sec0065" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0125">Authors&#8217; contributions</span><p id="par0165" class="elsevierStylePara elsevierViewall">GS&#44; PP and MA&#58; substantially contributed to the design&#44; review and interpretation of the results&#46; SG and IR&#58; carried out a lot of work by performing all the statistical analysis&#46; IR and MG&#58; significantly contributed by collecting data and writing some parts of the main document&#46; BS and ARM&#58; as a senior consultant&#44; substantially contributed to the final review of the study&#46; GA and PP&#58; main authors&#44; both first authors of the article&#46; Developed the idea of the study&#44; collected data&#44; wrote a major part of the manuscript and reviewed all the documents for submission&#46; All authors have read and approved the manuscript&#46;</p></span><span id="sec0070" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0130">Availability of data and materials</span><p id="par0170" class="elsevierStylePara elsevierViewall">All data generated or analysed during this study are included in this published article&#46; Supplementary information files are also available on request&#46;</p></span><span id="sec0075" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0135">Consent for publication</span><p id="par0175" class="elsevierStylePara elsevierViewall">Not applicable&#46;</p></span><span id="sec0080" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0140">Funding</span><p id="par0180" class="elsevierStylePara elsevierViewall">No funding was received for this study&#46;</p></span><span id="sec0085" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0145">Conflict of interests</span><p id="par0185" class="elsevierStylePara elsevierViewall">The authors declare that they have no competing interest&#46;</p></span></span>"
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        12 => array:2 [
          "identificador" => "sec0085"
          "titulo" => "Conflict of interests"
        ]
        13 => array:2 [
          "identificador" => "xack636379"
          "titulo" => "Acknowledgments"
        ]
        14 => array:1 [
          "titulo" => "References"
        ]
      ]
    ]
    "pdfFichero" => "main.pdf"
    "tienePdf" => true
    "fechaRecibido" => "2021-09-21"
    "fechaAceptado" => "2021-11-14"
    "PalabrasClave" => array:2 [
      "en" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Keywords"
          "identificador" => "xpalclavsec1576490"
          "palabras" => array:6 [
            0 => "Gestational diabetes"
            1 => "Pregnancy"
            2 => "Assisted reproductive techniques"
            3 => "Obstetric outcomes"
            4 => "Perinatal morbidity"
            5 => "C-section rates"
          ]
        ]
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      "es" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
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          "identificador" => "xpalclavsec1576489"
          "palabras" => array:6 [
            0 => "Diabetes gestacional"
            1 => "Embarazo"
            2 => "T&#233;cnicas de reproducci&#243;n asistida"
            3 => "Resultados obst&#233;tricos"
            4 => "Morbilidad perinatal"
            5 => "Tasas de ces&#225;reas"
          ]
        ]
      ]
    ]
    "tieneResumen" => true
    "resumen" => array:2 [
      "en" => array:3 [
        "titulo" => "Abstract"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Infertility affects millions worldwide and use of assisted reproductive techniques &#40;ART&#41; is in high demand&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Aims</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">To investigate whether women that underwent ART at our hospital had a higher incidence of GDM than women who conceived spontaneously&#44; if the ART subtype affects the GDM rate and to study obstetrical outcomes in women with GDM in both groups&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methods</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">This was a retrospective analysis of prospectively collected data of singleton pregnancies attended at Hospital Universitari Dexeus between 2008 and 2019&#46; Age<span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>18 years&#44; pregestational diabetes&#44; metformin prior to pregnancy and multiple pregnancies were excluded&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">A total of 29&#44;529 patients were included&#46; Pregnancy was achieved by ART in 2596 &#40;8&#46;8&#37;&#41;&#58; in vitro fertilisation &#40;IVF&#47;ICSI&#41; 32&#46;8&#37;&#44; frozen embryo transfer &#40;FET&#41; 37&#46;7&#37;&#44; oocyte donor receptors &#40;ODR&#41; 17&#46;2&#37; and insemination 12&#46;2&#37;&#46; The GDM rate was 8&#46;9&#37; &#40;12&#46;7&#37; in ART vs 8&#46;5&#37; in non-ART&#44; <span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; The GDM was 11&#46;2&#37; in IVF&#47;ICSI&#44; 17&#46;7&#37; in ODR&#44; 13&#37; in FET and 9&#46;1&#37; in the insemination group &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46; In a multivariable analysis adjusting for age&#44; parity and BMI&#44; ART was not associated with GDM &#91;OR 1&#46;03 &#40;0&#46;90&#8211;1&#46;19&#41;&#93;&#44; nor was type of ART&#46; Pregnancy outcomes in GDM patients were similar in both groups except for C-section rates &#40;30&#46;0&#37; in ART vs 15&#46;9&#37; in non-ART &#40;<span class="elsevierStyleItalic">p</span><span class="elsevierStyleHsp" style=""></span>&#60;<span class="elsevierStyleHsp" style=""></span>0&#46;001&#41;&#46;</p></span> <span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">Despite a higher prevalence of GDM in ART pregnancies&#44; ART was not associated with an increased risk of GDM when adjusting for age&#44; parity and BMI&#46; The prognosis of GDM in ART and non-ART was similar except for C-section rates&#46;</p></span>"
        "secciones" => array:5 [
          0 => array:1 [
            "identificador" => "abst0005"
          ]
          1 => array:2 [
            "identificador" => "abst0010"
            "titulo" => "Aims"
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          2 => array:2 [
            "identificador" => "abst0015"
            "titulo" => "Methods"
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          3 => array:2 [
            "identificador" => "abst0020"
            "titulo" => "Results"
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          4 => array:2 [
            "identificador" => "abst0025"
            "titulo" => "Conclusions"
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      "es" => array:3 [
        "titulo" => "Resumen"
        "resumen" => "<span id="abst0030" class="elsevierStyleSection elsevierViewall"><p id="spar0065" class="elsevierStyleSimplePara elsevierViewall">La infertilidad afecta a millones de personas en todo el mundo y existe una gran demanda de t&#233;cnicas de reproducci&#243;n asistida &#40;TRA&#41;&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Objetivos</span><p id="spar0070" class="elsevierStyleSimplePara elsevierViewall">Investigar si las mujeres sometidas a TRA en nuestro hospital presentaron una mayor incidencia de diabetes mellitus gestacional &#40;DMG&#41; que aquellas que concibieron espont&#225;neamente&#44; conocer si el subtipo de TRA afecta a la tasa de DMG y estudiar los resultados obst&#233;tricos en mujeres con DMG en ambos grupos&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">M&#233;todos</span><p id="spar0075" class="elsevierStyleSimplePara elsevierViewall">Se trat&#243; de un an&#225;lisis retrospectivo de datos recogidos prospectivamente de los embarazos &#250;nicos atendidos en el Hospital Universitari Dexeus entre 2008 y 2019&#46; Los criterios de exclusi&#243;n fueron &#60;18 a&#241;os&#44; diabetes pregestacional&#44; uso de metformina antes del embarazo o embarazo m&#250;ltiple&#46;</p></span> <span id="abst0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0080" class="elsevierStyleSimplePara elsevierViewall">Se incluy&#243; a un total de 29 529 pacientes&#46; El embarazo se logr&#243; mediante TRA en 2596 &#40;8&#44;8&#37;&#41;&#58; fecundaci&#243;n in vitro &#40;FIV&#47;ICSI&#41; 32&#44;8&#37;&#44; transferencia de embriones congelados &#40;TEC&#41; 37&#44;7&#37;&#44; receptoras de &#243;vulos donados &#40;ROD&#41; 17&#44;2&#37; e inseminaci&#243;n 12&#44;2&#37;&#46; La tasa de DMG fue del 8&#44;9&#37; &#40;un 12&#44;7&#37; en pacientes sometidas a TRA&#44; frente al 8&#44;5&#37; en pacientes no sometidas a TRA&#44; p &#60;0&#44;001&#41;&#46; Se observ&#243; una tasa de DMG del 11&#44;2&#37; en el grupo con FIV&#47;ICSI&#44; del 17&#44;7&#37; en el grupo con ROD&#44; del 13&#37; en el grupo con TEC y del 9&#44;1&#37; en el grupo con inseminaci&#243;n &#40;p &#61; 0&#44;001&#41;&#46; En un an&#225;lisis multivariable ajustado por edad&#44; n&#250;mero de partos e IMC&#44; la TRA no se asoci&#243; a DMG &#40;OR 1&#44;03 &#91;0&#44;90--1&#44;19&#93;&#41;&#44; ni tampoco el tipo de TRA&#46; Los desenlaces de los embarazos en las pacientes con DMG fueron similares en ambos grupos&#44; excepto en las tasas de ces&#225;reas &#40;un 30&#44;0&#37; en pacientes sometidas a TRA frente al 15&#44;9&#37; en pacientes no sometidas a TRA&#41; &#40;p &#60; 0&#44;001&#41;&#46;</p></span> <span id="abst0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusiones</span><p id="spar0085" class="elsevierStyleSimplePara elsevierViewall">A pesar de una mayor prevalencia de DMG en los embarazos logrados con una TRA&#44; esta no se asoci&#243; a un mayor riesgo de DMG cuando se ajust&#243; por edad&#44; n&#250;mero de partos o IMC&#46; El pron&#243;stico de la DMG en pacientes sometidas a una TRA fue similar al de aquellas pacientes no sometidas a una TRA&#44; excepto por las tasas de ces&#225;reas&#46;</p></span>"
        "secciones" => array:5 [
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            "identificador" => "abst0030"
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            "identificador" => "abst0040"
            "titulo" => "M&#233;todos"
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            "titulo" => "Resultados"
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        "etiqueta" => "Figure 1"
        "tipo" => "MULTIMEDIAFIGURA"
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        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr1.jpeg"
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        "descripcion" => array:1 [
          "en" => "<p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Probability of GDM in age mean&#44; adjusted by BMI and ART&#44; in nulliparous and multiparous&#46;</p>"
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        "identificador" => "tbl0005"
        "etiqueta" => "Table 1"
        "tipo" => "MULTIMEDIATABLA"
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        "tabla" => array:3 [
          "leyenda" => "<p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">ART&#58; assisted reproductive techniques&#59; BMI&#58; body mass index&#46;</p>"
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                  \t\t\t\t" scope="col">&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t" scope="col">Spontaneous pregnancies &#40;<span class="elsevierStyleItalic">N</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>26&#44;933&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">INS &#40;<span class="elsevierStyleItalic">n</span><span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>318&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">35&#46;31<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>3&#46;69&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">&#60;0&#46;001<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</a>&#60;0&#46;001<a class="elsevierStyleCrossRef" href="#tblfn0010"><span class="elsevierStyleSup">&#42;&#42;</span></a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;093<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</a>&#60;0&#46;001<a class="elsevierStyleCrossRef" href="#tblfn0010"><span class="elsevierStyleSup">&#42;&#42;</span></a>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Previous C-section &#37;&#40;n&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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ISSN: 25300164
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es en pt

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