Targeted gene expression profiling for accurate endometrial receptivity testing.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
26 08 2023
Historique:
received: 16 05 2023
accepted: 20 08 2023
medline: 28 8 2023
pubmed: 27 8 2023
entrez: 26 8 2023
Statut: epublish

Résumé

Expressional profiling of the endometrium enables the personalised timing of the window of implantation (WOI). This study presents and evaluates a novel analytical pipeline based on a TAC-seq (Targeted Allele Counting by sequencing) method for endometrial dating. The expressional profiles were clustered, and differential expression analysis was performed on the model development group, using 63 endometrial biopsies spanning over proliferative (PE, n = 18), early-secretory (ESE, n = 18), mid-secretory (MSE, n = 17) and late-secretory (LSE, n = 10) endometrial phases of the natural cycle. A quantitative predictor model was trained on the development group and validated on sequenced samples from healthy women, consisting of 52 paired samples taken from ESE and MSE phases and five LSE phase samples from 31 individuals. Finally, the developed test was applied to 44 MSE phase samples from a study group of patients diagnosed with recurrent implantation failure (RIF). In validation samples (n = 57), we detected displaced WOI in 1.8% of the samples from fertile women. In the RIF study group, we detected a significantly higher proportion of the samples with shifted WOI than in the validation set of samples from fertile women, 15.9% and 1.8% (p = 0.012), respectively. The developed model was evaluated with an average cross-validation accuracy of 98.8% and an accuracy of 98.2% in the validation group. The developed beREADY screening model enables sensitive and dynamic detection of selected transcriptome biomarkers, providing a quantitative and accurate prediction of endometrial receptivity status.

Identifiants

pubmed: 37633957
doi: 10.1038/s41598-023-40991-z
pii: 10.1038/s41598-023-40991-z
pmc: PMC10460380
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

13959

Informations de copyright

© 2023. Springer Nature Limited.

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Auteurs

Alvin Meltsov (A)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Department of Genetics and Cell Biology, GROW School for Oncology and Developmental Biology, Maastricht University, 6200 MD, Maastricht, The Netherlands.

Merli Saare (M)

Competence Centre On Health Technologies, 50411, Tartu, Estonia. merli.saare@ut.ee.
Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, 50406, Tartu, Estonia. merli.saare@ut.ee.

Hindrek Teder (H)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Institute of Biomedicine and Translational Medicine, University of Tartu, 50411, Tartu, Estonia.

Priit Paluoja (P)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, 50406, Tartu, Estonia.

Riikka K Arffman (RK)

Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, FI-90014, Oulu, Finland.

Terhi Piltonen (T)

Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, FI-90014, Oulu, Finland.

Piotr Laudanski (P)

Oviklinika Infertility Center, 01-377, Warsaw, Poland.
Women's Health Research Institute, Calisia University, 62-800, Kalisz, Poland.
Department of Obstetrics, Gynecology and Gynaecological Oncology, Medical University of Warsaw, 02-091, Warsaw, Poland.

Mirosław Wielgoś (M)

Medical Faculty, Lazarski University, Warsaw, Poland.

Luca Gianaroli (L)

SISMeR, Reproductive Medicine Institute, 40138, Bologna, Italy.

Mariann Koel (M)

Institute of Genomics, University of Tartu, 51010, Tartu, Estonia.

Maire Peters (M)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, 50406, Tartu, Estonia.

Andres Salumets (A)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, 50406, Tartu, Estonia.
Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet and Karolinska University Hospital, SE-141 52, Stockholm, Sweden.

Kaarel Krjutškov (K)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, 50406, Tartu, Estonia.

Priit Palta (P)

Competence Centre On Health Technologies, 50411, Tartu, Estonia.
Institute of Genomics, University of Tartu, 51010, Tartu, Estonia.
Institute for Molecular Medicine Finland (FIMM), University of Helsinki, FI-00014, Helsinki, Finland.

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