ClinicalTrials.gg
CompletedNCT03841981Updated Sep 16, 2026

Body Fat as Determinant of Female Gonadal Dysfunction

An observational study in Polycystic Ovary Syndrome and Hypothalamic Amenorrhea, sponsored by Fundacion para la Investigacion Biomedica del Hospital Universitario Ramon y Cajal. Completed at 1 site in Spain. Open to female participants aged 18 Years to 40 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-09-16.

Sponsored by Fundacion para la Investigacion Biomedica del Hospital Universitario Ramon y Cajal · Observational

Study type
Observational
Model
Case-control
Time perspective
Cross-sectional
Enrollment
50
Ages
18 Years to 40 Years
Sex
Female
01

Study summary

Reproduction requires from women enough energy depots to warrant an adequate nutritional supply to the fetus. Hence, adipose tissue is able to communicate with female hypothalamic-pituitary-ovary axis. The hypothesis of the project is that abnormalities in the quantity (absolute and relative to lean body mass), distribution and/or function of adipose tissue are associated with functional forms of female gonadal dysfunction in predisposed women, in a spectrum of anomalies that go from hypothalamic amenorrhea to the polycystic ovary syndrome (PCOS). To challenge this hypothesis, the investigators will study 5 groups of 10 women each: women with exercise-associated hypothalamic amenorrhea, women without ovulatory dysfunction that exercise equally, non-hyperandrogenic patients with PCOS, hyperandrogenic patients with PCOS, and healthy control women comparable to those with PCOS. The aims of the study will be:

Primary objective: To identify novel signalling factors originating from adipose tissue and muscle using targeted and nontargeted evaluation of the proteome and of gene expression of superficial subcutaneous fat, deep subcutaneous fat (which mimics visceral adipose tissue) and skeletal muscle.

Secondary objectives:

  1. To study the serum adipokine profile - including those identified by the primary objective - and circulating gut hormones during fasting and after a glucose load in the 5 groups of women, and their associations with sexual hormones and body fat distribution.
  2. To study body composition and body fat distribution in these women and their relationships with:

2.1, Sex steroid profiles.

2.2. Classic cardiovascular risk factors: carbohydrate metabolism, lipid profiles and blood pressure.

2.3 Markers of low-grade chronic inflammation.

2.4. Oxidative stress markers.

2.5. Cardiovascular autonomic function.

2.6. Surrogate markers of subclinical atherosclerosis.

2.7. Circulating concentrations of endocrine disruptors.

2.8. Oral and gut microbiome.

The results will provide a better understanding of the mechanisms linking body energy depots with the female reproductive axis and, hopefully, the identification of potential biomarkers for the diagnosis and treatment of the disorders studied here.

02

Conditions studied

  • Polycystic Ovary Syndrome
  • Hypothalamic Amenorrhea

Keywords

  • Exercise
  • Sex steroids
  • Hyperandrogenism
  • Adipose tissue
  • Muscle
  • Proteome
  • Gene expression
  • Adipokine
  • Cardiovascular risk
  • Microbiome
03

In context

Polycystic Ovary Syndrome

956 studies on the registry are indexed under Polycystic Ovary Syndrome; 176 are open to participants now.

This study's enrollment of 50 is below the median of 118 across 223 observational studies indexed under Polycystic Ovary Syndrome.

Browse Polycystic Ovary Syndrome studies →

Lead sponsor

Fundacion para la Investigacion Biomedica del Hospital Universitario Ramon y Cajal is the lead sponsor of 83 studies on the registry; 22 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 40 Years
Sexes eligible
Female
Accepts healthy volunteers
Yes
Sampling method
Non-probability sample

Study population

Patients with exercise-associated functional amenorrhea and polycystic ovary syndrome will be consecutively recruited from our Reproductive Endocrinolgy clinic. Those premenopausal adult women are referred to clinic because of symptoms of functional androgen excess such as hirsutism or menstrual dysfunction.

The control group (Groups IV and V) will include healthy female volunteers recruited - contemporarily with the recruitment of patients - from the hospital's staff and overweight or obese women seeking medical attention in our department.

Eligibility criteria

Inclusion Criteria

Group I

  • between 18.5 and 25.0 kg/m2.
  • Group 1 ovulatory dysfunction [World Health Organization (WHO) classification].
  • Normal/low gonadotrophin levels [follicle-stimulating hormone (FSH) and luteinizing (LH) \< 10 IU/l] and low estradiol (\< 50 pg/ml).
  • Moderate-vigorous intensity physical activity (> 5 hours per week) plus low energy availability (\< 30 kcal/per kg of lean mass).
  • Exclusion of secondary etiologies
  • signed.

Group II:

  • Polycystic ovary syndrome phenotype I, II and III [National Institute of Health (NIH)-2012] with hyperandrogenemia (http://prevention.nih.gov/workshops/2012/resources.aspx).
  • Body mass index between 18.5 and 40.0 kg/m2.
  • Informed consent signed.

Group III:

  • Polycystic ovary syndrome phenotype IV (NIH-2012) (http://prevention.nih.gov/workshops/2012/resources.aspx).
  • Body mass index between 18.5 and 40.0 kg/m2.
  • Informed consent signed.

Group IV:

  • Body mass index between 18.5 and 25.0 kg/m2.
  • Regular menses.
  • Normal gonadotropins and estradiol levels at follicular phase.
  • Moderate-vigorous intensity physical activity (> 5 hours per week) with normal energy availability (> 30 kcal/per kg of lean mass).
  • Informed consent signed.

Group V:

  • No signs or symptoms of hyperandrogenism.
  • No exercise or mild intensity physical activity.
  • Regular menses.
  • Body mass index between 18.5 and 40.0 kg/m2.
  • Informed consent signed.

Exclusion Criteria (Groups I-V)

  • Oral drugs interfering with ovulation (, antipsychotics, antidepressants, , sex steroids and/or opioids) for the previous 6 months to study inclusion.
  • Current pregnancy or lactation, or during the previous 6 months to study inclusion.
  • Asherman's syndrome or outflow tract disorders.
  • Current smoking or alcohol intake > 40 g per day.
  • Previous diagnosis of glucose intolerance, hypertension, dyslipidemia, known heart or lung diseases, kidney disease, liver disease, celiac disease or any other malabsorptive condition, chronic inflammatory disease or .
Terms in these criteria, in plain language(5)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

BMI (body mass index)

Weight in kilograms divided by height in metres squared. Example: 70 kg and 1.75 m gives 70 ÷ (1.75 × 1.75) ≈ 22.9.

What counts as overweight or obesity differs between countries (some use lower cut-offs), so go by the range the study states.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

Corticosteroids (steroids)

Anti-inflammatory medicines such as prednisone, prednisolone and dexamethasone — not the anabolic steroids used for muscle.

Studies differ in what they allow: check which steroid medicines, routes (tablets, injections, creams, inhalers, eye drops) and doses this study accepts.

Contraception

Ways of preventing pregnancy. “Highly effective” methods fail less than 1% of the time a year when used correctly — for example an IUD or an implant.

Criteria usually say which methods count and how long to keep using them after the last dose, sometimes for male participants too. Some studies accept a partner’s vasectomy if it was confirmed successful and that person is the participant’s only sexual partner.

Cancer (malignancy)

Malignancy means cancer. Criteria about another or earlier malignancy ask whether you have had a different cancer, usually within a set number of years.

Some are commonly allowed, such as treated skin cancers other than melanoma and early cancers removed completely — check the exceptions this study lists.

05

Study design

Observational model
Case-control
Time perspective
Cross-sectional
Enrollment
50 participants (actual)
Patient registry
No
Biospecimen retention
Samples with dna

Groups and cohorts

  • I- Hypothalamic amenorrhea

    10 women with exercise-associated hypothalamic amenorrhea

    Diagnostic Test: Anthropometric and physical examination · Diagnostic Test: Indirect calorimetry, accelerometer and seven-day dietary recall · Diagnostic Test: Biochemical, hormonal and metabolic phenotyping · Diagnostic Test: Sonographic studies · Diagnostic Test: 24-hour Ambulatory blood pressure monitoring · Procedure: Percutaneous biopsy · Diagnostic Test: Cardiovascular autonomic function studies · Diagnostic Test: Oral smear and feces specimen

  • II- Hyperandrogenic polycystic ovary syndrome

    5 lean women with hyperandrogenic polycystic ovary syndrome. 5 women with weight excess and hyperandrogenic polycystic ovary syndrome.

    Diagnostic Test: Anthropometric and physical examination · Diagnostic Test: Indirect calorimetry, accelerometer and seven-day dietary recall · Diagnostic Test: Biochemical, hormonal and metabolic phenotyping · Diagnostic Test: Sonographic studies · Diagnostic Test: 24-hour Ambulatory blood pressure monitoring · Procedure: Percutaneous biopsy · Diagnostic Test: Cardiovascular autonomic function studies · Diagnostic Test: Oral smear and feces specimen

  • III- Non-hyperandrogenic polycystic ovary syndrome

    5 lean women with non-hyperandrogenic polycystic ovary syndrome 5 women with weight excess and non-hyperandrogenic polycystic ovary syndrome

    Diagnostic Test: Anthropometric and physical examination · Diagnostic Test: Indirect calorimetry, accelerometer and seven-day dietary recall · Diagnostic Test: Biochemical, hormonal and metabolic phenotyping · Diagnostic Test: Sonographic studies · Diagnostic Test: 24-hour Ambulatory blood pressure monitoring · Procedure: Percutaneous biopsy · Diagnostic Test: Cardiovascular autonomic function studies · Diagnostic Test: Oral smear and feces specimen

  • IV- Trained women without ovulatory dysfunction

    10 women who exercise as intensively as women with exercise-associated hypothalamic amenorrhea but with normal ovulatory cycles.

    Diagnostic Test: Anthropometric and physical examination · Diagnostic Test: Indirect calorimetry, accelerometer and seven-day dietary recall · Diagnostic Test: Biochemical, hormonal and metabolic phenotyping · Diagnostic Test: Sonographic studies · Diagnostic Test: 24-hour Ambulatory blood pressure monitoring · Procedure: Percutaneous biopsy · Diagnostic Test: Cardiovascular autonomic function studies · Diagnostic Test: Oral smear and feces specimen

  • V- Non-hyperandrogenic healthy women

    10 women matched by age and body mass index with women with polycystic ovary syndrome who do not perform physical activity on a regular basis

    Diagnostic Test: Anthropometric and physical examination · Diagnostic Test: Indirect calorimetry, accelerometer and seven-day dietary recall · Diagnostic Test: Biochemical, hormonal and metabolic phenotyping · Diagnostic Test: Sonographic studies · Diagnostic Test: 24-hour Ambulatory blood pressure monitoring · Procedure: Percutaneous biopsy · Diagnostic Test: Cardiovascular autonomic function studies · Diagnostic Test: Oral smear and feces specimen

Interventions

  • Diagnostic testAnthropometric and physical examination

    * Weight and height. * Waist-to-hip ratio. * Body composition: Bioelectrical impedance and \[Dual energy X-ray absorptiometry (DEXA)\].

  • Diagnostic testIndirect calorimetry, accelerometer and seven-day dietary recall

    Energy availability assessment.

  • Diagnostic testBiochemical, hormonal and metabolic phenotyping

    * Lipid profile. * Oral glucose tolerance test: plasma glucose and insulin, insulin sensitivity indices, gastrointestinal hormones, adipokines, oxidative stress markers. * Sex steroid profile. * Hypothalamic-pituitary-adrenal axis study. * Ferrokinetic study. * Subclinical chronic inflammatory markers.

  • Diagnostic testSonographic studies

    * Polycystic ovarian morphology. * Carotid intima-media thickness. * Eco-FAT: Ultrasound measurements of adipose tissue depots including sc, preperitoneal, intraperitoneal (ip), mesenteric, and perirenal fat thickness.

  • Diagnostic test24-hour Ambulatory blood pressure monitoring

    A\&D TM2430EX oscillometric devices (A\&D Company Limited, Tokyo, Japan).

  • ProcedurePercutaneous biopsy

    Subcutaneous fat tissue and muscle tissue for proteomics an gene expression studies.

  • Diagnostic testCardiovascular autonomic function studies

    Parasympathetic and sympathetic responses to deep breathing, Valsalva's maneuver and orthostatism.

  • Diagnostic testOral smear and feces specimen

    Microbiome studies.

06

What researchers measure

Primary outcomes

  1. Adipokine and myokine signaling identification

    Time frame: Up to 5 years

Secondary outcomes

  1. Circulating adipokine profile

    At fasting and after an oral glucose challenge: Circulating concentrations of Leptin, Adiponectin, Chemerin, Lipocalin-2, Adipsin, Plasminogen Activator Inhibitor (PAI)-1, Monocyte Chemoattractant Protein (MCP)-1, and Soluble Leptin Receptor by multianalyte profiling on the Luminex Magpix system (Luminex Technologies, Austin, USA.).

    Time frame: Up to 5 years

  2. Appetite regulation hormonal profile

    At fasting and after an oral glucose challenge: Circulating concentrations of Amylin, C-Peptide, Ghrelin, Gastric Inhibitory Peptide (GIP), Glucagon-Like Peptide (GLP)-1, Glucagon, IL-6, Insulin, Pancreatic Polypeptide (PP), Peptide YY, Tumor Necrosis Factor (TNF)-α by multianalyte profiling on the Luminex Magpix system (Luminex Technologies, Austin, USA.).

    Time frame: Up to 5 years

  3. Association between body mass index and sex steroids

    Body mass index in in kg/m\^2. Sex steroids (including circulating total testosterone, estradiol, androstenedione, dehydroepiandrosterone-sulphate and estrone) measured by liquid chromatography tandem mass spectrometry (LC-MS/MS). Free testosterone will be calculated from total testosterone and sex hormone binding globulin levels.

    Time frame: Up to 5 years

  4. Association between percentage of fat mass with respect to total body weight and sex steroids

    Fat mass% by bioelectric impedanciometry and DEXA. Sex steroids (including circulating total testosterone, estradiol, androstenedione, dehydroepiandrosterone-sulphate and estrone) measured by liquid chromatography tandem mass spectrometry (LC-MS/MS). Free testosterone will be calculated from total testosterone and sex hormone binding globulin levels.

    Time frame: Up to 5 years

  5. Association between percentage of lean mass with respect to total body weight and sex steroids

    Lean mass% by bioelectric impedanciometry and DEXA. Sex steroids (including circulating total testosterone, estradiol, androstenedione, dehydroepiandrosterone-sulphate and estrone) measured by liquid chromatography tandem mass spectrometry (LC-MS/MS). Free testosterone will be calculated from total testosterone and sex hormone binding globulin levels.

    Time frame: Up to 5 years

  6. Association between body fat depots and sex steroids

    Adipose tissue depots will be estimated using a Toshiba Nemio XG SSA-580A Diagnostic Ultrasound System. Minimum sc and preperitoneal fat thicknesses will be measured at the level of the xyphoid process. Maximum sc fat thickness will be measured at the level of the umbilicus. Intraperitoneal fat thickness will be measured placing a probe transversally in the midline of abdomen, 2 cm above the umbilicus. Three measures of ip fat thickness will be obtained: the distance from the fascia of rectus abdominis muscle to the vertebral column, the distance from the peritoneum to the vertebral column, and the distance from the linea alba to the vertebral column. Perirenal fat thickness will be estimated as the distance from the perirenal fascia to the renal surface. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  7. Association between body composition, sex steroids, and insulin resistance.

    Fat mass, lean mass and body fat depots will be measured as previously described. Fasting glucose and insulin levels will be used for calculating the homeostasis model assessment of insulin resistance (HOMA-IR), and the composite insulin sensitivity index will be estimated from the glucose and insulin concentrations measured during the oral glucose tolerance test. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  8. Association between body composition, sex steroids, and lipids.

    Fat mass, lean mass and body fat depots will be measured as previously described. Circulating HDL-cholesterol and phospholipid levels will be measured by enzymatic methods after precipitation of plasma with phosphotungstic acid and Mg2+. Total cholesterol and triglyceride levels will be determined by enzymatic methods. LDL-cholesterol concentrations will be estimated by Friedewald's equation. Circulating apolipoprotein (Apo) AI, Apo B100, and lipoprotein (a) levels will be determined by kinetic immunonephelometry. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  9. Association between body composition, sex steroids, and office blood pressure.

    Fat mass, lean mass and body fat depots will be measured as previously described. Office blood pressure will be determined as the mean of three manual sphygmomanometer readings in the sitting position. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  10. Association between body composition, sex steroids, and ambulatory blood pressure monitoring parameters.

    Fat mass, lean mass and body fat depots will be measured as previously described. Twenty-four-hour ambulatory blood pressure monitoring will be performed using an A\&D TM2430EX oscillometric device (A\&D Co., Ltd., Tokyo, Japan). The cuff (12 × 22 cm for lean participants, 14 × 30 cm for overweight or obese participants) will placed on the nondominant arm in every woman. The period from 0700 to 2300 h will be considered daytime, and from 2300 until 0700 h the next day will be considered nighttime, reflecting the usual sleeping habits of Spaniards. Systolic, diastolic, and mean blood pressure as well as heart rate will be measured every 20 min during daytime and every 30 min during nighttime. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  11. Association between body composition, sex steroids, and cardiovascular autonomic function tests.

    Fat mass, lean mass and body fat depots will be measured as previously described. Cardiovascular autonomic function will be assessed by the blood pressure and heart rate responses to active standing, and Ewing and Clarke's tests. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  12. Association between body composition, sex steroids, and carotid intima-media thickness.

    Fat mass, lean mass and body fat depots will be measured as previously described. Imaging will be conducted using a high-resolution 7.5-MHz phased-array transducer by the same trained operator in all the participants. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  13. Association between body composition, sex steroids, and oxidative stress.

    Fat mass, lean mass and body fat depots will be measured as previously described. Oxidative stress profile will be measured by enzymatic assays: Plasma thiobarbituric acid reactive substances, total antioxidant capacity, nitrotyrosine, protein carbonyl groups and erythrocyte glutathione peroxidase levels. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

  14. Association between body composition, sex steroids, and microbiome

    Participants will be instructed to collect fecal and salivary samples. DNA samples wil be used for massive sequencing of 16S ribosomal DNA (rDNA) amplicons in a MiSeq platform (Illumina). The bacterial diversity will be estimated by using Shannon, Chao 1, Jaccard, and Sorensen indexes with their SDs. Taxonomic affiliations will be assigned by using the RDP\_classifier from the Ribosomal Database Project (RDP), and readings with RDP score value \<0.8 will be assigned to the upper taxonomic rank, leaving the last rank as unidentified. Sex steroids will be measured as previously described.

    Time frame: Up to 5 years

07

Study locations

1 site
  • Endocrinology and Nutrition
    Madrid, Madrid 28034, Spain
08

References and documents

Publications

  • Ortiz-Flores AE, Luque-Ramirez M, Fernandez-Duran E, Alvarez-Blasco F, Escobar-Morreale HF. Diagnosis of disorders of glucose tolerance in women with polycystic ovary syndrome (PCOS) at a tertiary care center: fasting plasma glucose or oral glucose tolerance test? Metabolism. 2019 Apr;93:86-92. doi: 10.1016/j.metabol.2019.01.015. Epub 2019 Jan 30. PubMed 30710572 ↗
  • Luque-Ramirez M, Jimenez-Mendiguchia L, Garcia-Cano A, Fernandez-Duran E, de Dios Rosa V, Nattero-Chavez L, Ortiz-Flores AE, Escobar-Morreale HF. Certified testosterone immunoassays for hyperandrogenaemia. Eur J Clin Invest. 2018 Dec;48(12):e13029. doi: 10.1111/eci.13029. Epub 2018 Oct 8. PubMed 30229887 ↗
  • Insenser M, Murri M, Del Campo R, Martinez-Garcia MA, Fernandez-Duran E, Escobar-Morreale HF. Gut Microbiota and the Polycystic Ovary Syndrome: Influence of Sex, Sex Hormones, and Obesity. J Clin Endocrinol Metab. 2018 Jul 1;103(7):2552-2562. doi: 10.1210/jc.2017-02799. PubMed 29897462 ↗
  • Escobar-Morreale HF. Polycystic ovary syndrome: definition, aetiology, diagnosis and treatment. Nat Rev Endocrinol. 2018 May;14(5):270-284. doi: 10.1038/nrendo.2018.24. Epub 2018 Mar 23. PubMed 29569621 ↗
  • Escobar-Morreale HF. The Role of Androgen Excess in Metabolic Dysfunction in Women : Androgen Excess and Female Metabolic Dysfunction. Adv Exp Med Biol. 2017;1043:597-608. doi: 10.1007/978-3-319-70178-3_26. PubMed 29224112 ↗
  • Montes-Nieto R, Insenser M, Murri M, Fernandez-Duran E, Ojeda-Ojeda M, Martinez-Garcia MA, Luque-Ramirez M, Escobar-Morreale HF. Plasma thiobarbituric acid reactive substances (TBARS) in young adults: Obesity increases fasting levels only in men whereas glucose ingestion, and not protein or lipid intake, increases postprandial concentrations regardless of sex and obesity. Mol Nutr Food Res. 2017 Nov;61(11). doi: 10.1002/mnfr.201700425. Epub 2017 Aug 29. PubMed 28722287 ↗
  • Escobar-Morreale HF, Martinez-Garcia MA, Montes-Nieto R, Fernandez-Duran E, Temprano-Carazo S, Luque-Ramirez M. Effects of glucose ingestion on circulating inflammatory mediators: Influence of sex and weight excess. Clin Nutr. 2017 Apr;36(2):522-529. doi: 10.1016/j.clnu.2016.01.015. Epub 2016 Jan 29. PubMed 26874912 ↗
  • Insenser M, Montes-Nieto R, Martinez-Garcia MA, Escobar-Morreale HF. A nontargeted study of muscle proteome in severely obese women with androgen excess compared with severely obese men and nonhyperandrogenic women. Eur J Endocrinol. 2016 Mar;174(3):389-98. doi: 10.1530/EJE-15-0912. Epub 2015 Dec 15. PubMed 26671973 ↗
  • Borruel S, Molto JF, Alpanes M, Fernandez-Duran E, Alvarez-Blasco F, Luque-Ramirez M, Escobar-Morreale HF. Surrogate markers of visceral adiposity in young adults: waist circumference and body mass index are more accurate than waist hip ratio, model of adipose distribution and visceral adiposity index. PLoS One. 2014 Dec 5;9(12):e114112. doi: 10.1371/journal.pone.0114112. eCollection 2014. PubMed 25479351 ↗
  • Luque-Ramirez M, Escobar-Morreale HF. Polycystic ovary syndrome as a paradigm for prehypertension, prediabetes, and preobesity. Curr Hypertens Rep. 2014 Dec;16(12):500. doi: 10.1007/s11906-014-0500-6. PubMed 25304109 ↗
  • Escobar-Morreale HF, Alvarez-Blasco F, Botella-Carretero JI, Luque-Ramirez M. The striking similarities in the metabolic associations of female androgen excess and male androgen deficiency. Hum Reprod. 2014 Oct 10;29(10):2083-91. doi: 10.1093/humrep/deu198. Epub 2014 Aug 7. PubMed 25104855 ↗
  • Murri M, Insenser M, Luque M, Tinahones FJ, Escobar-Morreale HF. Proteomic analysis of adipose tissue: informing diabetes research. Expert Rev Proteomics. 2014 Aug;11(4):491-502. doi: 10.1586/14789450.2014.903158. Epub 2014 Mar 31. PubMed 24684164 ↗
  • Murri M, Insenser M, Escobar-Morreale HF. Metabolomics in polycystic ovary syndrome. Clin Chim Acta. 2014 Feb 15;429:181-8. doi: 10.1016/j.cca.2013.12.018. Epub 2013 Dec 22. PubMed 24368231 ↗
  • Luque-Ramirez M, Marti D, Fernandez-Duran E, Alpanes M, Alvarez-Blasco F, Escobar-Morreale HF. Office blood pressure, ambulatory blood pressure monitoring, and echocardiographic abnormalities in women with polycystic ovary syndrome: role of obesity and androgen excess. Hypertension. 2014 Mar;63(3):624-9. doi: 10.1161/HYPERTENSIONAHA.113.02468. Epub 2013 Dec 9. PubMed 24324038 ↗
  • Escobar-Morreale HF. Reproductive endocrinology: Menstrual dysfunction--a proxy for insulin resistance in PCOS? Nat Rev Endocrinol. 2014 Jan;10(1):10-1. doi: 10.1038/nrendo.2013.232. Epub 2013 Nov 26. No abstract available. PubMed 24275746 ↗
  • Insenser M, Escobar-Morreale HF. Proteomics and polycystic ovary syndrome. Expert Rev Proteomics. 2013 Oct;10(5):435-47. doi: 10.1586/14789450.2013.837665. Epub 2013 Oct 3. PubMed 24087928 ↗
  • Murri M, Insenser M, Bernal-Lopez MR, Perez-Martinez P, Escobar-Morreale HF, Tinahones FJ. Proteomic analysis of visceral adipose tissue in pre-obese patients with type 2 diabetes. Mol Cell Endocrinol. 2013 Aug 25;376(1-2):99-106. doi: 10.1016/j.mce.2013.06.010. Epub 2013 Jun 18. PubMed 23791845 ↗
  • Luque-Ramirez M, Martinez-Garcia MA, Montes-Nieto R, Fernandez-Duran E, Insenser M, Alpanes M, Escobar-Morreale HF. Sexual dimorphism in adipose tissue function as evidenced by circulating adipokine concentrations in the fasting state and after an oral glucose challenge. Hum Reprod. 2013 Jul;28(7):1908-18. doi: 10.1093/humrep/det097. Epub 2013 Apr 4. PubMed 23559188 ↗
  • Insenser M, Montes-Nieto R, Murri M, Escobar-Morreale HF. Proteomic and metabolomic approaches to the study of polycystic ovary syndrome. Mol Cell Endocrinol. 2013 May 6;370(1-2):65-77. doi: 10.1016/j.mce.2013.02.009. Epub 2013 Feb 17. PubMed 23422073 ↗
  • Borruel S, Fernandez-Duran E, Alpanes M, Marti D, Alvarez-Blasco F, Luque-Ramirez M, Escobar-Morreale HF. Global adiposity and thickness of intraperitoneal and mesenteric adipose tissue depots are increased in women with polycystic ovary syndrome (PCOS). J Clin Endocrinol Metab. 2013 Mar;98(3):1254-63. doi: 10.1210/jc.2012-3698. Epub 2013 Feb 5. PubMed 23386652 ↗
  • Montes-Nieto R, Insenser M, Martinez-Garcia MA, Escobar-Morreale HF. A nontargeted proteomic study of the influence of androgen excess on human visceral and subcutaneous adipose tissue proteomes. J Clin Endocrinol Metab. 2013 Mar;98(3):E576-85. doi: 10.1210/jc.2012-3438. Epub 2013 Jan 24. PubMed 23348399 ↗
  • Alvarez-Blasco F, Luque-Ramirez M, Escobar-Morreale HF. Diet composition and physical activity in overweight and obese premenopausal women with or without polycystic ovary syndrome. Gynecol Endocrinol. 2011 Dec;27(12):978-81. doi: 10.3109/09513590.2011.579658. Epub 2011 May 24. PubMed 21609197 ↗
  • Insenser M, Escobar-Morreale HF. Application of proteomics to the study of polycystic ovary syndrome. J Endocrinol Invest. 2011 Dec;34(11):869-75. doi: 10.3275/8108. Epub 2011 Nov 21. PubMed 22104628 ↗
  • Escobar-Morreale HF, Samino S, Insenser M, Vinaixa M, Luque-Ramirez M, Lasuncion MA, Correig X. Metabolic heterogeneity in polycystic ovary syndrome is determined by obesity: plasma metabolomic approach using GC-MS. Clin Chem. 2012 Jun;58(6):999-1009. doi: 10.1373/clinchem.2011.176396. Epub 2012 Mar 16. PubMed 22427353 ↗
  • Insenser M, Montes-Nieto R, Vilarrasa N, Lecube A, Simo R, Vendrell J, Escobar-Morreale HF. A nontargeted proteomic approach to the study of visceral and subcutaneous adipose tissue in human obesity. Mol Cell Endocrinol. 2012 Nov 5;363(1-2):10-9. doi: 10.1016/j.mce.2012.07.001. Epub 2012 Jul 14. PubMed 22796336 ↗
  • Murri M, Luque-Ramirez M, Insenser M, Ojeda-Ojeda M, Escobar-Morreale HF. Circulating markers of oxidative stress and polycystic ovary syndrome (PCOS): a systematic review and meta-analysis. Hum Reprod Update. 2013 May-Jun;19(3):268-88. doi: 10.1093/humupd/dms059. Epub 2013 Jan 9. PubMed 23303572 ↗
  • Martinez-Garcia MA, Montes-Nieto R, Fernandez-Duran E, Insenser M, Luque-Ramirez M, Escobar-Morreale HF. Evidence for masculinization of adipokine gene expression in visceral and subcutaneous adipose tissue of obese women with polycystic ovary syndrome (PCOS). J Clin Endocrinol Metab. 2013 Feb;98(2):E388-96. doi: 10.1210/jc.2012-3414. Epub 2013 Jan 21. PubMed 23337724 ↗
  • Luque-Ramirez M, de Lope Quinones S, Quintero-Tobar A, Martinez-Garcia MA, Insenser M, Nattero-Chavez L, Garriga M, Michael Fernandez AC, Escobar-Morreale HF. Evidence of early subclinical atherosclerosis in women with exercise-induced hypothalamic amenorrhea. Hum Reprod Open. 2026 Jun 3;2026(3):hoag055. doi: 10.1093/hropen/hoag055. eCollection 2026. PubMed 42359269 ↗

Individual participant data

Plan to share: Yes — The investigators will deposit any datasets and supplemental materials to a generalist repository. The investigators will refer to the deposited material as an item in the bibliography of any manuscript and number the reference appropriately within the text.

Supporting information: Study protocol, Statistical analysis plan, Informed consent form, Clinical study report, Analytic code

Time frame: Data will become available at the time of the first manuscript submission.

Access criteria: Public access

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reached

Ran from Jan 2020 to primary completion in Jun 2025, 64 months.

How these figures are worked out, and which studies are left out of them.

Registered
Feb 8, 2019
First posted
Feb 15, 2019
StartActual
Jan 31, 2020
Primary completionActual
Jun 30, 2025
CompletionActual
Dec 31, 2025
Last update
Sep 16, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Sep 16, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT03841981
Lead sponsor
Fundacion para la Investigacion Biomedica del Hospital Universitario Ramon y Cajal
Collaborators
Instituto de Salud Carlos III, University of Alcala
Responsible party
Sponsor
First posted
Feb 15, 2019
Start date
Jan 31, 2020
Primary completion
Jun 30, 2025
Completion
Dec 31, 2025
Last update
Sep 16, 2026

Study contacts

Héctor F Escobar-Morreale, PhD, MD
principal investigator · Diabetes, Obesity and Human Reproduction Research Group (CIBERDEM), Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
Manuel Luque-Ramírez, PhD, MD
principal investigator · Diabetes, Obesity and Human Reproduction Research Group (CIBERDEM), Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is completed, as verified in Sep 2026. You cannot join it, but the record below documents what was studied.

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