Evidence map›Paper›PMID 41869347›Full record

Observational studyFrontiers in immunology2026

Endometrial immune cell profile at the time of frozen embryo transfer as prognostic indicator of live birth.

Suset Rodriguez, Laura Padula, Eva Fisher, Bria Slater, Sujad Younis, Carmel Awadallah, Aryana Mohtasham Gharagozloo, Roberta Carlotta Rubino, Mohammed Ibrahim, Michael Paidas and 2 more

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

12 authors.

Suset RodriguezDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Laura PadulaDepartment of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
Eva FisherDepartment of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
Bria SlaterDepartment of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
Sujad YounisDepartment of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
Carmel AwadallahDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Aryana Mohtasham GharagozlooDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Roberta Carlotta RubinoDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Mohammed IbrahimDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Michael PaidasDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.
Natasa StrboDepartment of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
George Roshdy AttiaDivision of Reproductive Endocrinology, and Infertility, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Miami Miller School of Medicine, Miami, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Endometrial receptivity is essential for implantation in both natural and ART cycles, yet the cellular and molecular environment of the endometrium during this window remains poorly characterized. While cytokines affecting implantation have been studied, data on immune cell subtypes in the endometrium are limited. The objective of this study was to determine the association between endometrial immune cell profile at the time of transfer and live birth in patients undergoing frozen embryo transfer (FET) using the index cycle. Methods: This exploratory prospective observational cohort study (IRB#20190139) included 48 patients undergoing a hormone replacement FET cycle between May 2022 and May 2024. After ultrasound-guided FET, the catheter tip was rinsed in IMDM + 10% FBS, centrifuged, and stained for CD45, CD3, CD19, CD4, CD8, γδ TCR, CD25, CD127, CD66b, CD14, CD16, and CD56. The primary outcome was live birth. Secondary outcomes included miscarriage, biochemical pregnancy, and ectopic pregnancy. Results: Elective single embryo transfer was performed for all the patients. There were 24 live births (50%), four miscarriages (8.3%), and three biochemical pregnancies (6.3%). There was no significant difference in demographics of patients that had a live birth compared to those who did not achieve implantation. There was an increased percentage of γδ T cells in the group of live birth compared to non-pregnant group (p=0.019). In contrast, an increased percentage of neutrophils (CD66b Discussion: Our findings suggest that the uterine immune environment during FET may be associated with implantation outcomes. Characterization of endometrial immune cell profiles could provide insights into biological factors linked to implantation and live birth, although their clinical utility remains to be determined. To our knowledge, this study is among the first to describe associations between immune cell profiles assessed during the index FET cycle and subsequent IVF outcomes, supporting a potential role for endometrial immune composition in pregnancy success.

Indexed as

Embryo TransferEndometriumLive BirthAdultCryopreservationEmbryo ImplantationFemaleHumansPregnancyPrognosisProspective Studiesembryo transferimmune cellsimplantationIVFlive birthneutrophilsγδ T cells

Identifiers

PMID41869347
PMCPMC13002432

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.