Blastocoel fluid RNA predicts pregnancy outcome in assisted reproduction

preprint OA: closed
📄 Open PDF Full text JSON View at publisher
Full text 1,342 characters · extracted from oa-doi-fallback · click to expand
Abstract Nearly one in eight couples are affected by infertility, with many relying on assisted reproductive technologies (ART) to conceive. However, selecting the highest-quality embryo in ART remains a major challenge, as current assessment methods are often subjective, or invasive, and lack precision. Here, we introduce a novel strategy that analyses embryo-derived polyadenylated RNA in blastocoel fluid to more accurately predict pregnancy outcomes. Elevated RNA levels were strongly associated with implantation failure, particularly in embryos from women over the age of 34. Our predictive model developed using our sample cohort, incorporating both RNA and maternal age, demonstrated exceptional performance, achieving 76% accuracy in the training set and 73% in independent validation in predicting implantation outcome— highlighting a promising advancement in embryo selection and ART success. Competing Interest Statement KGD reports ad hoc presentations and participation on advisory boards for Bayer AG, Organon, Gedeon Richter, Natural Cycles, Exelgyn, Exeltis, Cirqle, RemovAid, and ObsEva. JIO is a consultant for Livio (Sweden), Nordic IVF (Sweden), and Gesynta Pharma (Sweden), has previously been employed by Abbott Pharma EPD (Switzerland), and has received honoraria as a speaker for Merck, Ferring, and Gedeon Richter.

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: oa-doi-fallback

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00