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  • Coviello, Andrea D.; Haring, Robin; Wellons, Melissa; Vaidya, Dhananjay; Lehtimaki, Terho; Keildson, Sarah; Lunetta, Kathryn L.; He, Chunyan; Fornage, Myriam; Lagou, Vasiliki; Mangino, Massimo; Onland-Moret, N. Charlotte; Chen, Brian; Eriksson, Joel; Garcia, Melissa; Mei, Yong; Koster, Annemarie; Lohman, Kurt; Lyytikainen, Leo-Pekka; Petersen, Ann-Kristin; Prescott, Jennifer; Stolk, Lisette; Vandenput, Liesbeth; Wood, Andrew R.; Zhuang, Wei Vivian; Ruokonen, Aimo; Hartikainen, Anna-Liisa; Pouta, Anneli; Bandinelli, Stefania; Biffar, Reiner; Brabant, Georg; Cox, David G.; Chen, Yuhui; Cummings, Steven; Ferrucci, Luigi; Gunter, Marc J.; Hankinson, Susan E.; Martikainen, Hannu; Hofman, Albert; Homuth, Georg; Illig, Thomas; Jansson, John-Olov; Johnson, Andrew D.; Karasik, David; Karlsson, Magnus; Kettunen, Johannes; Kiel, Douglas P.; Kraft, Peter; Liu, Jingmin; Ljunggren, Osten; Lorentzon, Mattias; Maggio, Marcello; Markus, Marcello R. P.; Mellstrom, Dan; Miljkovic, Iva; Mirel, Daniel; Nelson, Sarah; Papunen, Laure Morin; Peeters, Petra H. M.; Prokopenko, Inga; Raffel, Leslie; Reincke, Martin; Reiner, Alex P.; Rexrode, Kathryn; Rivadeneira, Fernando; Schwartz, Stephen M.; Siscovick, David; Soranzo, Nicole; Stockl, Doris; Tworoger, Shelley; Uitterlinden, Andre G.; van Gils, Carla H.; Vasan, Ramachandran S.; Wichmann, H. -Erich; Zhai, Guangju; Bhasin, Shalender; Bidlingmaier, Martin; Chanock, Stephen J.; De Vivo, Immaculata; Harris, Tamara B.; Hunter, David J.; Kahonen, Mika; Liu, Simin; Ouyang, Pamela; Spector, Tim D.; van der Schouw, Yvonne T.; Viikari, Jorma; Wallaschofski, Henri; McCarthy, Mark I.; Frayling, Timothy M.; Murray, Anna; Franks, Steve; Jarvelin, Marjo-Riitta; de Jong, Frank H.; Raitakari, Olli; Teumer, Alexander; Ohlsson, Claes; Murabito, Joanne M.; Perry, John R. B. (2012)
  • Koivuaho, E.; Laru, J.; Ojaniemi, M.; Puukka, K.; Kettunen, J.; Tapanainen, J. S.; Franks, S.; Järvelin, M. -R.; Morin-Papunen, L.; Sebert, S.; Piltonen, T. T. (2019)
    Background: Adiposity rebound (AR), the second BMI rise in childhood at around the age of 6 years, is associated with obesity and metabolic alteration in later life. Given that polycystic ovary syndrome (PCOS) has a strong metabolic component, early life growth patterns could reveal a risk of PCOS. Thus, we aimed to investigate the associations between age at AR and PCOS diagnosis and BMI later in life. Materials and methods: This study is part of a prospective, population-based longitudinal study, where women with PCOS diagnosis by age 46 (n = 280) were compared with asymptomatic women (CTRLs, n = 1573). Weight and height data from birth to age 13 years, at age at menarche, and at ages 31 and 46 years were analyzed Results: Women with PCOS had lower birth weight (3357 +/- 477 vs. 3 445 +/- 505 g, p <0.001), earlier age at AR (5.2 +/- 1.0 vs. 5.6 +/- 0.90 years, p <0.001) and higher BMI from AR onwards compared with controls. Early timing of AR was associated with PCOS diagnosis independently of BMI (OR 1.62, 95% CI 1.37-1.92). Women with PCOS and early AR had higher BMI at 31 and 46 years when compared to controls with early AR. The age at AR did not associate with T levels at ages 31 or 46 years. Conclusions: Early AR was associated with PCOS diagnosis and high BMI in adulthood. Adolescent girls with early AR and persisting obesity should be screened for PCOS symptoms, such as persistent irregular cycles and hirsutism.
  • Bogl, Leonie H.; Jelenkovic, Aline; Vuoksimaa, Eero; Ahrenfeldt, Linda; Pietilainen, Kirsi H.; Stazi, Maria A.; Fagnani, Corrado; D'Ippolito, Cristina; Hur, Yoon-Mi; Jeong, Hoe-Uk; Silberg, Judy L.; Eaves, Lindon J.; Maes, Hermine H.; Bayasgalan, Gombojav; Narandalai, Danshiitsoodol; Cutler, Tessa L.; Kandler, Christian; Jang, Kerry L.; Christensen, Kaare; Skytthe, Axel; Kyvik, Kirsten O.; Cozen, Wendy; Hwang, Amie E.; Mack, Thomas M.; Derom, Catherine A.; Vlietinck, Robert F.; Nelson, Tracy L.; Whitfield, Keith E.; Corley, Robin P.; Huibregtse, Brooke M.; McAdams, Tom A.; Eley, Thalia C.; Gregory, Alice M.; Krueger, Robert F.; Mcgue, Matt; Pahlen, Shandell; Willemsen, Gonneke; Bartels, Meike; van Beijsterveldt, Toos C. E. M.; Pang, Zengchang; Tan, Qihua; Zhang, Dongfeng; Martin, Nicholas G.; Medland, Sarah E.; Montgomery, Grant W.; Hjelmborg, Jacob van B.; Rebato, Esther; Swan, Gary E.; Krasnow, Ruth; Busjahn, Andreas; Lichtenstein, Paul; Oncel, Sevgi Y.; Aliev, Fazil; Baker, Laura A.; Tuvblad, Catherine; Siribaddana, Sisira H.; Hotopf, Matthew; Sumathipala, Athula; Rijsdijk, Fruhling; Magnusson, Patrik K. E.; Pedersen, Nancy L.; Aslan, Anna K. Dahl; Ordonana, Juan R.; Sanchez-Romera, Juan F.; Colodro-Conde, Lucia; Duncan, Glen E.; Buchwald, Dedra; Tarnoki, Adam D.; Tarnoki, David L.; Yokoyama, Yoshie; Hopper, John L.; Loos, Ruth J. F.; Boomsma, Dorret I.; Sorensen, Thorkild I. A.; Silventoinen, Karri; Kaprio, Jaakko (2017)
    Background: The comparison of traits in twins from opposite-sex (OS) and same-sex (SS) dizygotic twin pairs is considered a proxy measure of prenatal hormone exposure. To examine possible prenatal hormonal influences on anthropometric traits, we compared mean height, body mass index (BMI), and the prevalence of being overweight or obese between men and women from OS and SS dizygotic twin pairs. Methods: The data were derived from the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) database, and included 68,494 SS and 53,808 OS dizygotic twin individuals above the age of 20 years from 31 twin cohorts representing 19 countries. Zygosity was determined by questionnaires or DNA genotyping depending on the study. Multiple regression and logistic regression models adjusted for cohort, age, and birth year with the twin type as a predictor were carried out to compare height and BMI in twins from OS pairs with those from SS pairs and to calculate the adjusted odds ratios and 95% confidence intervals for being overweight or obese. Results: OS females were, on average, 0.31 cm (95% confidence interval (CI) 0.20, 0.41) taller than SS females. OS males were also, on average, taller than SS males, but this difference was only 0.14 cm (95% CI 0.02, 0.27). Mean BMI and the prevalence of overweight or obesity did not differ between males and females from SS and OS twin pairs. The statistically significant differences between OS and SS twins for height were small and appeared to reflect our large sample size rather than meaningful differences of public health relevance. Conclusions: We found no evidence to support the hypothesis that prenatal hormonal exposure or postnatal socialization (i.e., having grown up with a twin of the opposite sex) has a major impact on height and BMI in adulthood.
  • Byars, Sean G.; Huang, Qin Qin; Gray, Lesley-Ann; Bakshi, Andrew; Ripatti, Samuli; Abraham, Gad; Stearns, Stephen C.; Inouye, Michael (2017)
    Traditional genome-wide scans for positive selection have mainly uncovered selective sweeps associated with monogenic traits. While selection on quantitative traits is much more common, very few signals have been detected because of their polygenic nature. We searched for positive selection signals underlying coronary artery disease (CAD) in worldwide populations, using novel approaches to quantify relationships between polygenic selection signals and CAD genetic risk. We identified new candidate adaptive loci that appear to have been directly modified by disease pressures given their significant associations with CAD genetic risk. These candidates were all uniquely and consistently associated with many different male and female reproductive traits suggesting selection may have also targeted these because of their direct effects on fitness. We found that CAD loci are significantly enriched for lifetime reproductive success relative to the rest of the human genome, with evidence that the relationship between CAD and lifetime reproductive success is antagonistic. This supports the presence of antagonistic-pleiotropic tradeoffs on CAD loci and provides a novel explanation for the maintenance and high prevalence of CAD in modern humans. Lastly, we found that positive selection more often targeted CAD gene regulatory variants using HapMap3 lymphoblastoid cell lines, which further highlights the unique biological significance of candidate adaptive loci underlying CAD. Our study provides a novel approach for detecting selection on polygenic traits and evidence that modern human genomes have evolved in response to CAD-induced selection pressures and other early-life traits sharing pleiotropic links with CAD.
  • Mellembakken, Jan Roar; Mahmoudan, Azita; Morkrid, Lars; Sundström-Poromaa, Inger; Morin-Papunen, Laure; Tapanainen, Juha S.; Piltonen, Terhi T.; Hirschberg, Angelica Linden; Stener-Victorin, Elisabet; Vanky, Eszter; Ravn, Pernille; Jensen, Richard Christian; Andersen, Marianne Skovsager; Glintborg, Dorte (2021)
    Objective: Obesity is considered to be the strongest predictive factor for cardio-metabolic risk in women with polycystic ovary syndrome (PCOS). The aim of the study was to compare blood pressure (BP) in normal weight women with PCOS and controls matched for age and BMI. Methods: From a Nordic cross-sectional base of 2615 individuals of Nordic ethnicity, we studied a sub cohort of 793 normal weight women with BMI <25 k g/m(2) (512 women with PCOS according to Rotterdam criteria and 281 age and BMI-matched controls). Participants underwent measurement of BP and body composition (BMI, waist-hip ratio), lipid status, and fasting BG. Data were presented as median (quartiles). Results: The median age for women with PCOS were 28 (25, 32) years and median BMI was 22.2 (20.7, 23.4) kg/m(2). Systolic BP was 118 (109, 128) mmHg in women with PCOS compared to 110 (105, 120) mmHg in controls and diastolic BP was 74 ( 67, 81) vs 70 (64, 75) mmHg, both P <0.001. The prevalence of women with BP >= 140/90 mmHg was 11.1% (57/ 512) in women with PCOS vs 1.8% (5/281) in controls, P <0.001. In women >= 35 years the prevalence of BP >= 140/90 mmHg was comparable in women with PCOS and controls (12.7% vs 9.8%, P = 0.6). Using multiple regression analyses, the strongest association with BP was found for age, waist circumference, and total cholesterol in women with PCOS. Conclusions: Normal weight women with PCOS have higher BP than controls. BP and metabolic screening are relevant also in young normal weight women with PCOS.
  • Lingaiah, Shilpa; Arffman, Riikka K.; Morin-Papunen, Laure; Tapanainen, Juha S.; Piltonen, Terhi (2021)
    Objectives Altered intestinal permeability and gut barrier dysfunction have been suggested to play a role in the pathogenetic mechanism of polycystic ovary syndrome (PCOS), the most common endocrine and metabolic condition in reproductive-aged women. However, data on intestinal permeability and dysbiosis of the gut microbiota in PCOS is still limited, with conflicting results. To this end, the concentrations of gastrointestinal permeability and gut dysbiosis markers were analysed in women with PCOS. Design Case-control study. Setting General community. Participants 104 women with PCOS and 203 body mass index (BMI) matched control women at age 46. Primary and secondary outcome measures Serum levels of zonulin, fatty acid-binding protein 2 (FABP2), urinary levels of indican, and hormonal and metabolic parameters. Results Serum levels of zonulin (128.0 +/- 17.0 vs 130.9 +/- 14.0 ng/mL, p=0.13) and FABP2 (1.5 +/- 0.9 vs 1.5 +/- 0.7 ng/mL, p=0.63) and urinary levels of indican (9.5 +/- 5.5 vs 8.4 +/- 4.2 mg/dL, p=0.07) were comparable in women with PCOS and controls in the whole study population. Likewise, when the study population was divided into different BMI groups as normal weight, overweight and obese, the levels of the above markers were comparable between the study groups. After BMI adjustment, zonulin levels correlated with the levels of high-sensitivity C reactive protein and homoeostasis model assessment of insulin resistance (p
  • Khatun, Masuma; Sorjamaa, Anna; Kangasniemi, Marika; Sutinen, Meeri; Saio, Tuuia; Liakka, Annikki; Lehenkari, Petri; Tapanainen, Juha S.; Vuolteenaho, Olli; Chen, Joseph C.; Lehtonen, Siri; Piltonen, Terhi T. (2017)
    Objective Intrinsic inflammatory characteristics play a pivotal role in stem cell recruitment and homing through migration where the subsequent change in niche has been shown to alter these characteristics. The bone marrow mesenchymal stem cells (bmMSCs) have been demonstrated to migrate to the endometrium contributing to the stem cell reservoir and regeneration of endometrial tissue. Thus, the aim of the present study was to compare the inflammation-driven migration and cytokine secretion profile of human bmMSCs to endometrial mesenchymal stem cells (eMSCs) and endometrial fibroblasts (eSFs). Materials and methods The bmMSCs were isolated from bone marrow aspirates through culturing, whereas eMSCs and eSFs were FACS-isolated. All cell types were tested for their surface marker, proliferation profiles and migration properties towards serum and inflammatory attractants. The cytokine/chemokine secretion profile of 35 targets was analysed in each cell type at basal level along with lipopolysaccharide (LPS)-induced state. Results Both stem cell types, bmMSCs and eMSCs, presented with similar stem cell surface marker profiles as well as possessed high proliferation and migration potential compared to eSFs. In multiplex assays, the secretion of 16 cytokine targets was detected and LPS stimulation expanded the cytokine secretion pattern by triggering the secretion of several targets. The bmMSCs exhibited higher cytokine secretion of vascular endothelial growth factor (VEGF)A, stromal cell-derived factor-1 alpha (SDF)-1 alpha, interleukin-1 receptor antagonist (IL-1RA), IL-6, interferon-gamma inducible protein (IP)-10, monocyte chemoattractant protein (MCP)1, macrophage inflammatory protein (MIP) 1 alpha and RANTES compared to eMSCs and/or eSFs after stimulation with LPS. The basal IL-8 secretion was higher in both endometrial cell types compared to bmMSCs. Conclusion Our results highlight that similar to bmMSCs, the eMSCs possess high migration activity while the differentiation process towards stromal fibroblasts seemed to result in loss of stem cell surface markers, minimal migration activity and a subtler cytokine profile likely contributing to normal endometrial function
  • Kalliala, Ilkka; Markozannes, Georgios; Gunter, Marc J.; Paraskevaidis, Evangelos; Gabra, Hani; Mitra, Anita; Terzidou, Vasso; Bennett, Phillip; Martin-Hirsch, Pierre; Tsilidis, Konstantinos K.; Kyrgiou, Maria (2017)
    OBJECTIVE To study the strength and validity of associations between adiposity and risk of any type of obstetric or gynaecological conditions. DESIGN An umbrella review of meta-analyses. DATA SOURCES PubMed, Cochrane database of systematic reviews, manual screening of references for systematic reviews or meta-analyses of observational and interventional studies evaluating the association between adiposity and risk of any obstetrical or gynaecological outcome. MAIN OUTCOMES Meta-analyses of cohort studies on associations between indices of adiposity and obstetric and gynaecological outcomes. DATA SYNTHESIS Evidence from observational studies was graded into strong, highly suggestive, suggestive, or weak based on the significance of the random effects summary estimate and the largest study in the included metaanalysis, the number of cases, heterogeneity between studies, 95% prediction intervals, small study effects, excess significance bias, and sensitivity analysis with credibility ceilings. Interventional meta-analyses were assessed separately. RESULTS 156 meta-analyses of observational studies were included, investigating associations between adiposity and risk of 84 obstetric or gynaecological outcomes. Of the 144 meta-analyses that included cohort studies, only 11 (8%) had strong evidence for eight outcomes: adiposity was associated with a higher risk of endometrial cancer, ovarian cancer, antenatal depression, total and emergency caesarean section, pre-eclampsia, fetal macrosomia, and low Apgar score. The summary effect estimates ranged from 1.21 (95% confidence interval 1.13 to 1.29) for an association between a 0.1 unit increase in waist to hip ratio and risk endometrial cancer up to 4.14 (3.61 to 4.75) for risk of pre-eclampsia for BMI > 35 compared with <25. Only three out of these eight outcomes were also assessed in meta-analyses of trials evaluating weight loss interventions. These interventions significantly reduced the risk of caesarean section and pre-eclampsia, whereas there was no evidence of association with fetal macrosomia. CONCLUSIONS Although the associations between adiposity and obstetric and gynaecological outcomes have been extensively studied, only a minority were considered strong and without hints of bias.
  • West, Sammeli; Ollila, Meri-Maija; Franks, Stephen; Piltonen, Terhi; Jokelainen, Jari; Nevalainen, Jaana; Puukka, Katri; Ruokonen, Aimo; Järvelin, Marjo-Riitta; Auvinen, Juha; Tapanainen, Juha S.; Morin-Papunen, Laure (2020)
    Introduction The aim of the study was to determine the association of body mass index (BMI), self-reported symptoms or diagnosis of polycystic ovary syndrome (PCOS), and hyperandrogenemia with the occurrence of gestational diabetes mellitus (GDM) through reproductive life. Material and methods A cohort of women born in 1966 were investigated at ages 14, 31 and 46. Women with self-reported PCOS symptoms (presence of both oligo-amenorrhea and hirsutism) at age 31 or with formally diagnosed polycystic ovaries (PCO)/PCOS by age 46 formed the group of self-reported PCOS (srPCOS, n = 222) and were compared with women without self-reported PCOS symptoms or diagnosis (n = 1357). We investigated also the association of hyperandrogenism (hirsutism or biochemical hyperandrogenism) at age 31 with the occurrence of GDM throughout reproductive life. Results Self-reported PCOS alone was not a risk factor for GDM, but combined with overweight at age 31 (odds ratio [OR] 2.43, 95% confidence interval [CI] 1.22-4.86) or 46 (OR 3.04, 95% CI 1.58-5.83) srPCOS was associated with GDM when compared with normal weight controls. The association disappeared when comparing overweight srPCOS women with overweight controls. However, hyperandrogenemia at age 31, but not hirsutism, was associated with GDM even after adjustment for BMI. Conclusions The increased risk of GDM in women with srPCOS was mostly attributed to overweight or obesity. Importantly, normal weight women with srPCOS did not seem to be at increased risk for developing GDM. However, hyperandrogenemia was associated with GDM even after adjustment for BMI. These findings strengthen the importance of weight management in reproductive-age women and suggest a noteworthy role of hyperandrogenemia in the pathophysiology of GDM.
  • Tennilä, Jussi; Jääskeläinen, Jarmo; Utriainen, Pauliina; Voutilainen, Raimo; Häkkinen, Merja; Auriola, Seppo; Morin-Papunen, Laure; Liimatta, Jani (2021)
    Context: Premature adrenarche (PA) may increase the risk for polycystic ovary syndrome (PCOS). Objective: To study features of PCOS in young adult women with a history of PA. Methods: Thirty PA and 42 control females were followed from prepuberty to young adulthood (median age 18.1 years).The main outcome measures were ovarian function, the use of contraceptives, and clinical and biochemical indicators of hyperandrogenism. Results: We found no differences in the use of hormonal contraceptives (50 vs 50%, PA vs controls, respectively; P> .999), indication for using contraceptives (P= .193), or in the history of oligo- (17 vs 26%, P= .392) and amenorrhea (0 vs 0%, P> .999). Among women not using hormonal contraceptives, those with a history of PA had a higher prevalence of hirsutism (27 vs 0%, P= .023) but not acne (87 vs 67%, P= .252). Steroid profiles were broadly comparable between the groups, but PA women had lower sex hormone-binding globulin (SHBG) concentrations (30.1 vs 62.4 nmol/L, P< .001) resulting in higher free androgen index (3.94 vs 2.14, P< .001). The difference in SHBG levels persisted through body mass index adjustment. SHBG correlated negatively with the homeostasis model assessment for insulin resistance (r -0.498, P= .003). Anti-Mullerian hormone concentrations were comparable between the groups (39.3 vs 32.1 pmol/L, P= .619). Conclusion: PA was not associated with evident ovarian dysfunction in young adult women. However, women with a history of PA had decreased SHBG levels and thus, increased bioavailability of circulating androgens.
  • Karjula, Salla; Morin-Papunen, Laure; Auvinen, Juha; Ruokonen, Aimo; Puukka, Katri; Franks, Stephen; Jarvelin, Marjo-Riitta; Tapanainen, Juha S.; Jokelainen, Jari; Miettunen, Jouko; Piltonen, Terhi T. (2017)
    Context: Polycystic ovary syndrome (PCOS) is associated with increased psychological distress, obesity and hyperandrogenism being suggested as key promoters. Objectives: To investigate the prevalence of anxiety/depression and their coexistence in women with PCOS/PCOS-related symptoms at ages 31 and 46. The roles of obesity, hyperandrogenism, and awareness of PCOS on psychological distress were also assessed. Design: Population-based follow-up. Setting: Northern Finland Birth Cohort 1966 with 15-year follow-up. Participants: At age 31, a questionnaire-based screening for oligoamenorrhea (OA) and hirsutism (H): 2188 asymptomatic (controls), 331 OA, 323 H, and 125 OA plus H (PCOS). Follow-up at age 46: 1576 controls, 239 OA, 231 H, and 85 PCOS. Interventions: Questionnaire-based screening for anxiety and depression symptoms (Hopkins Symptom Checklist-25) and previously diagnosed/treated depression at ages 31 and 46. Body mass index (BMI), serum testosterone/free androgen index, and awareness of polycystic ovaries/PCOS on psychological distress were also assessed. Main Outcomes: Population-based prevalence of anxiety and/or depression in women with PCOS/PCOS-related symptoms at ages 31 and 46. Results: Anxiety and/or depression symptoms, their coexistence, and rate of depression were increased at ages 31 and 46 in women with PCOS or isolated H compared with controls. High BMI or hyperandrogenism did not associate with increased anxiety or depression symptoms. The awareness of PCOS was associated with increased anxiety. Conclusions: Women with PCOS or isolated H present more often with anxiety and/or depression symptoms and their coexistence compared with controls. High BMI or hyperandrogenism did not provoke psychological distress in PCOS. The awareness of PCOS increased anxiety but did not associate with severe anxiety or depression.
  • Johansson, Hanna K. L.; Damdimopoulou, Pauliina; van Duursen, Majorie B. M.; Boberg, Julie; Franssen, Delphine; de Cock, Marijke; Jaager, Kersti; Wagner, Magdalena; Velthut-Meikas, Agne; Xie, Yuling; Connolly, Lisa; Lelandais, Pauline; Mazaud-Guittot, Severine; Salumets, Andres; Draskau, Monica Kam; Filis, Panagiotis; Fowler, Paul A.; Christiansen, Sofie; Parent, Anne-Simone; Svingen, Terje (2020)
    Modern living challenges female reproductive health. We are witnessing a rise in reproductive disorders and drop in birth rates across the world. The reasons for these manifestations are multifaceted and most likely include continuous exposure to an ever-increasing number of chemicals. The cause-effect relationships between chemical exposure and female reproductive disorders, however, have proven problematic to determine. This has made it difficult to assess the risks chemical exposures pose to a woman's reproductive development and function. To address this challenge, this review uses the adverse outcome pathway (AOP) concept to summarize current knowledge about how chemical exposure can affect female reproductive health. We have a special focus on effects on the ovaries, since they are essential for lifelong reproductive health in women, being the source of both oocytes and several reproductive hormones, including sex steroids. The AOP framework is widely accepted as a new tool for toxicological safety assessment that enables better use of mechanistic knowledge for regulatory purposes. AOPs equip assessors and regulators with a pragmatic network of linear cause-effect relationships, enabling the use of a wider range of test method data in chemical risk assessment and regulation. Based on current knowledge, we propose ten putative AOPs relevant for female reproductive disorders that can be further elaborated and potentially be included in the AOPwiki. This effort is an important step towards better safeguarding the reproductive health of all girls and women.
  • Arffman, R. K.; Saraswat, M.; Joenväärä, S.; Khatun, M.; Agarwal, R.; Tohmola, T.; Sundström-Poromaa, I.; Renkonen, R.; Piltonen, T. T. (2019)
    Polycystic ovary syndrome (PCOS) is the most common endocrinological disorder of fertile-aged women. Several adverse pregnancy outcomes and abnormalities of the placenta have been associated with PCOS. By using quantitative label-free proteomics we investigated whether changes in the plasma proteome of pregnant women with PCOS could elucidate the mechanisms behind the pathologies observed in PCOS pregnancies. A total of 169 proteins with >= 2 unique peptides were detected to be differentially expressed between women with PCOS (n = 7) and matched controls (n = 20) at term of pregnancy, out of which 35 were significant (p-value <0.05). A pathway analysis revealed that networks related to humoral immune responses, inflammatory responses, cardiovascular disease and cellular growth and proliferation were affected by PCOS. Classification of cases and controls was carried out using principal component analysis, orthogonal projections on latent structure-discriminant analysis (OPLS-DA), hierarchical clustering, self-organising maps and ROC-curve analysis. The most significantly enriched proteins in PCOS were properdin and insulin-like growth factor II. In the dataset, properdin had the best predictive accuracy for PCOS (AUC=1). Additionally, properdin abundances correlated with AMH levels in pregnant women.