Evidence map›Paper›PMID 40948775›Full record

ArticleFrontiers in immunology2025

Novel proteomics biomarkers of recurrent pregnancy loss reflect the dysregulation of immune interactions at the maternal-fetal interface.

Eszter Tóth, Máté Posta, Dániel Györffy, Orsolya Oravecz, Emese Farkas, Andrea Balogh, Claudia Escher, Magdalena Bober, András Szilágyi, Petronella Hupuczi and 8 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
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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

18 authors.

Eszter Tóth *Systems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Máté Posta *Systems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Dániel GyörffySystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Orsolya OraveczSystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Emese FarkasSystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Andrea BaloghSystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Claudia EscherBiognosys AG, Schlieren, Switzerland.
Magdalena BoberBiognosys AG, Schlieren, Switzerland.
András SzilágyiSystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
Petronella HupucziMaternity Private Clinic of Obstetrics and Gynecology, Budapest, Hungary.
Lajos VeressDepartment of Pharmacology and Pharmacother, University of Debrecen, Debrecen, Hungary.
Olga TörökDepartment of Obstetrics and Gynecology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
Sándor NagyDepartment of Obstetrics of Gynecology, Széchenyi István University, Győr, Hungary.
Oliver RinnerBiognosys AG, Schlieren, Switzerland.
Offer ErezDepartment of Obstetrics and Gynecology, Ben-Gurion University, Beer Sheba, Israel.
Zoltán PappMaternity Private Clinic of Obstetrics and Gynecology, Budapest, Hungary.
Nándor ÁcsDepartment of Obstetrics and Gynecology, Semmelweis University, Budapest, Hungary.
Nándor Gábor ThanSystems Biology of Reproduction Research Group, Institute of Molecular Life Sciences, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Miscarriages affect 50-70% of all gestations and 15-20% of clinically recognized pregnancies. Recurrent pregnancy loss (RPL) occurs in 1-5% of clinical pregnancies and has an enormous demographic impact. However, the etiologies and molecular pathways of RPL are scarcely understood, and therefore, reliable diagnostic and preventive methods are not yet available. Here, we aimed to discover novel biomarkers for RPL using next-generation proteomics technology to help develop early and effective diagnostic tools. Methods: First-trimester blood samples were collected from women with RPL ( Results: Altogether, 651 proteins were identified and quantified across all samples. When comparing "early control" and "late control" samples, 60 proteins [11 predominantly placenta-expressed (PPE)] were DA. When analyzing all cases, 50 DA proteins were found in RPL (top 3 down: PZP, PSG9, CGB; top 3 up: C4BPA, HBA, HBB), among which 11 PPE proteins were found, all downregulated. Enriched GO terms included 'placental function', 'oxidative processes', 'immune function', and 'blood coagulation' related biological processes. When cases were split into early and late RPL groups, 40 DA proteins were identified in early RPL (top 3 down: SHBG, CGB, CGA; top 3 up: C4BPA, SAMP, C4BPB) and 90 in late RPL (top 3 down: PZP, PAPPA, PSG9; top 3 up: THBS1, ECM1, HBB), among which only 15 were shared by both RPL groups. In early RPL, only 'placental function' and 'immune function' related biological processes were enriched, while in late RPL the top enriched GO terms included 'placental function', 'oxidative processes', 'immune function', 'blood coagulation', 'angiogenesis', 'cell migration', and 'blood circulation' related biological processes. Among GO terms, only 'placental function' related biological processes were enriched when early- and late RPL DA proteins were analyzed together. Furthermore, the areas under the ROC curves were >0.9 for two protein candidates in all RPL, for five proteins in early RPL, and for ten proteins in late RPL. Among these candidates, CGB and PAPPA were validated by immunoassay which showed a good correlation with MS data (R Conclusion: We discovered distinct as well as shared molecular pathways associated with RPL pathogenesis before and after the start of placental circulation and identified novel biomarkers for these pathways which have outstanding discriminative properties. Our results may facilitate a better understanding of the molecular pathways of RPL. However, larger clinical studies are needed to investigate whether the identified biomarkers also have predictive power for RPL before pregnancies fail and to test drugs for the modulation of the identified disease pathways and the prevention of RPL. Our findings highlight the importance of the maternal immune system in maintaining successful pregnancy and suggest that targeting immune pathways may offer novel therapeutic approaches for RPL.

Indexed as

Abortion, HabitualBiomarkersMaternal-Fetal ExchangeProteomicsAdultFemaleHumansPregnancyPregnancy Trimester, FirstProteomeBiomarkersProteomeclinical proteomicsdiagnosticshigh-dimensionalmiscarriagepersonalized medicinepreventionreproductionsystems biology

Identifiers

PMID40948775
PMCPMC12422913

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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.