Evidence map›Paper›PMID 35451009›Full record

ArticleHuman reproduction (Oxford, England)2022

Transcriptomic landscape of granulosa cells and peripheral blood mononuclear cells in women with PCOS compared to young poor responders and women with normal response.

Mauro Cozzolino, Sonia Herraiz, Shiny Titus, Leah Roberts, Monica Romeu, Irene Peinado, Richard T Scott, Antonio Pellicer, Emre Seli

2 registry-linked trialsOpen access · hybridAbstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
5.7field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06617988 completednot on this mapstarted 2024, after this paper: background citation

Investigate Differences in SIRT3 Expression in Granulosa Cells and the Levels of Follicular Fluid Metabolites Among Poor Ovarian Responders Subgroups, and Their Association With IVF Outcomes.

Typeobservational_patient_registrySponsorShandong University of Traditional Chinese MedicineRan2024 to 2025Enrolled80ConditionsPoor Ovarian ResponseArmsNot applicable- observational study
NCT07376460 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Biological and Proteomic Characterisation of Platelet-rich Plasma (PRP) Before and After Mobilisation of Haematopoietic Stem Cells in Peripheral Blood From Women With Low Ovarian Response (Low Responders) and in Vitro Evaluation in Human Ovarian Cell Models

TypeobservationalSponsorInstituto Valenciano de Infertilidad, IVI AlicanteRan2026 to 2026Enrolled10ConditionsPoor Ovarian Response, Ovarian ReactivationArmsPlatelet Rich Plasma + BMDSCs mobilization
3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 5 institutions in 2 countries.

Mauro CozzolinoDepartment of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA.ORCID 0000-0002-5929-2357
Sonia HerraizFundacion IVI-IIS la Fe, Valencia, Spain.
Shiny TitusFoundation for Embryonic Competence, Basking Ridge, NJ, USA.
Leah RobertsIVIRMA New Jersey, Basking Ridge, NJ, USA.
Monica RomeuHospital Universitario y Politécnico La Fe, Valencia, Spain.
Irene PeinadoHospital Universitario y Politécnico La Fe, Valencia, Spain.
Richard T ScottIVIRMA New Jersey, Basking Ridge, NJ, USA.
Antonio PellicerIVIRMA Roma, Rome, Italy.
Emre SeliDepartment of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA.ORCID 0000-0001-7464-8203
Hospital Universitari i Politècnic La Fe · ESInstituto de Investigación Sanitaria La Fe · ESThomas Jefferson University · USUniversidad Rey Juan Carlos · ESYale University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

study questionAre transcriptomic profiles altered in ovarian granulosa cells (GCs) and peripheral blood mononuclear cells (PBMNCs) of women with polycystic ovary syndrome (PCOS) compared to young poor responders (YPR) and women with normal response to ovarian stimulation? SUMMARY ANSWER: RNA expression profiles in ovarian GCs and PBMNCs were significantly altered in patients with PCOS compared with normoresponder controls (CONT) and YPR. WHAT IS KNOWN ALREADY: PCOS is characterised by a higher number of follicles at all developmental stages. During controlled ovarian hyperstimulation, PCOS women develop a larger number of follicles as a result of an exacerbated response, with an increased risk of ovarian hyperstimulation syndrome. Despite the number of developing follicles, they are often heterogeneous in both size and maturation stage, with compromised quality and retrieval of immature oocytes. Women with PCOS appear to have a longer reproductive lifespan, with a slightly higher menopausal age than the general population, in addition to having a higher antral follicular count. As a result, the ovarian follicular dynamics appear to differ significantly from those observed in women with poor ovarian response (POR) or diminished ovarian reserve. STUDY DESIGN, SIZE, DURATION: Transcriptomic profiling with RNA-sequencing and validation using quantitative reverse transcription PCR (qRT-PCR). Women with PCOS (N = 20), YPR (N = 20) and CONT (N = 20). Five patients for each group were used for sequencing and 15 samples per group were used for validation. PARTICIPANTS/MATERIALS, SETTING,

methodsPCOS was defined using the revised Rotterdam diagnostic criteria for PCOS. The YPR group included women <35 years old with <4 mature follicles (at least 15 mm) on the day of the trigger. According to internal data, this group represented the bottom 15th percentile of patients' responses in this age group. It was consistent with Patient-Oriented Strategies Encompassing Individualize D Oocyte Number (POSEIDON) criteria for POR (Group 3). The young CONT group included women <35 years without PCOS or anovulation, who developed >14 mature follicles (at least 15 mm on transvaginal ultrasound). According to internal data, a threshold of >14 mature follicles was established to represent the top 25% of patients in this age group in this clinic.Overall, n = 60 GCs and PBMNCs samples were collected and processed for total RNA extraction. To define the transcriptomic cargo of GCs and PBMNCs, RNA-seq libraries were successfully prepared from samples and analysed by RNA-seq analysis. Differential gene expression analysis was used to compare RNA-seq results between different groups of samples. Ingenuity pathway analysis was used to perform Gene Ontology and pathways analyses. MAIN RESULTS AND THE ROLE OF CHANCE: In PBMNCs of PCOS, there were 65 differentially expressed genes (DEGs) compared to CONT, and 16 compared to YPR. In GCs of PCOS, 4 genes showed decreased expression compared to CONT, while 58 genes were differentially expressed compared to YPR. qRT-PCR analysis confirmed the findings of the RNA-seq. The functional enrichment analysis performed revealed that DEGs in GCs of PCOS compared to CONT and YPR were prevalently involved in protein ubiquitination, oxidative phosphorylation, mitochondrial dysfunction and sirtuin signaling pathways. LARGE SCALE DATA: The data used in this study is partially available at Gene Ontology database. LIMITATIONS, REASONS FOR CAUTION: The analysis in PBMNCs could be uninformative due to inter-individual variability among patients in the same study groups. Despite the fact that we considered this was the best approach for our study's novel, exploratory nature. WIDER IMPLICATIONS OF THE

findingsRNA expression profiles in ovarian GCs and PBMNCs were altered in patients with PCOS compared with CONT and YPR. GCs of PCOS patients showed altered expression of several genes involved in oxidative phosphorylation, mitochondrial function and sirtuin signaling pathways. This is the first study to show that the transcriptomic landscape in GCs is altered in PCOS compared to CONT and YPR. STUDY FUNDING/COMPETING INTEREST(S): This study was partially supported by grant PI18/00322 from Instituto de Salud Carlos III, and European Regional Development Fund (FEDER), 'A way to make Europe' awarded to S.H. M.C., S.H., S.T., L.R., M.R., I.R., A.P. and R.C. declare no conflict of interests concerning this research. E.S. is a consultant for and receives research funding from the Foundation for Embryonic Competence. TRIAL REGISTRATION NUMBER: N/A.

Indexed as

Polycystic Ovary SyndromeSirtuinsFemaleGranulosa CellsHumansLeukocytes, MononuclearRNATranscriptomeRNASirtuinsmitochondrial dysfunctionoxidative phosphorylationPCOSpolycystic ovary syndromesirtuin pathway

Identifiers

PMID35451009
PMCPMC9156844
OpenAlexW4224275478

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.