Evidence map›Paper›PMID 36708430›Full record

ArticleJournal of assisted reproduction and genetics2023

Validation of a multiple marker test for early pregnancy outcome prediction.

Kassie J Bollig, Suneeta Senapati, Mary D Sammel, Peter Takacs, Jared C Robins, Daniel J Haisenleder, Kurt T Barnhart

Open access · greenAbstract read
In one paragraph

Article in Journal of assisted reproduction and genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.6field-weighted citation impact, top 11% 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.

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

5 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Article
  3. PAPPA's role in female reproduction.Reproduction (Cambridge, England) · 2025
    Review
  4. Article
  5. Review
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

7 authors at 4 institutions in 1 country.

Kassie J BolligDepartment of Obstetrics and Gynecology, University of Pennsylvania, 3701 Market Street Suite 800, Philadelphia, PA, 19104, USA. kassie.bollig@pennmedicine.upenn.edu.ORCID http://orcid.org/0000-0002-8364-8405
Suneeta SenapatiDepartment of Obstetrics and Gynecology, University of Pennsylvania, 3701 Market Street Suite 800, Philadelphia, PA, 19104, USA.
Mary D SammelCenter for Epidemiology and Biostatistics, University of Pennsylvania, 423 Guardian Drive, Philadelphia, PA, 19104, USA.
Peter TakacsDepartment of Obstetrics and Gynecology, Eastern Virginia Medical School, 825 Fairfax Avenue, Suite 310, Norfolk, VA, 23507, USA.
Jared C RobinsDepartment of Obstetrics and Gynecology, Northwestern University, 250 East Superior Street, Suite 03-2303, Chicago, IL, 60611, USA.
Daniel J HaisenlederDepartment of Internal Medicine and the Center for Research in Reproduction, University of Virginia, PO Box 800391, OMS Suhling Building Room 6921, Hospital Drive, Charlottesville, VA, 22908, USA.
Kurt T BarnhartDepartment of Obstetrics and Gynecology, University of Pennsylvania, 3701 Market Street Suite 800, Philadelphia, PA, 19104, USA.
University of Pennsylvania · USEastern Virginia Medical School · USNorthwestern University · USUniversity of Virginia · US

Funding

Development of a serum biosignature for ectopic pregnancy.R01HD076279 · NICHD · UNIVERSITY OF PENNSYLVANIA · PI BARNHART, KURT T · 2014 to 2018
$3.4M
CRR LIGAND ASSAY AND ANALYSIS CORER24HD102061 · NICHD · UNIVERSITY OF VIRGINIA · PI HAISENLEDER, DANIEL J. · 2019 to 2023
$2.2M
NICHD NIH HHS R01 HD076279NICHD NIH HHS R24 HD102061
6 · The paper itself

Abstract

purposeTo validate the use of a multiple biomarker test panel for predicting first trimester pregnancy outcome in a multi-center cohort.

methodsA case-control study of women presenting with pain and bleeding in early pregnancy at 5-10 weeks gestational age was performed at three academic centers. Sera from women with ectopic pregnancy (EP), viable intrauterine pregnancy (IUP), and miscarriage (SAB) were analyzed via immunoassay for Activin A (AA), Progesterone (P4), A Disintegrin And Metalloprotease-12 (ADAM12), pregnancy-associated plasma protein A (PAPP-A), glycodelin (Glyc), and human chorionic gonadotropin (hCG). Biomarkers were assessed for reproducibility using medians, ranges, standard deviations, and area under receiver-operating characteristic curve (AUC) and accuracy in early pregnancy outcome classification compared to a previous derivation population.

resultsIn 192 pregnancies, the biomarkers demonstrated good reproducibility with similar medians, ranges, and AUCs when compared to the derivation population except glycodelin. Pregnancy location was conclusively classified in 53% (n = 94) of the whole study sample with 78% accuracy. Pregnancy viability was conclusively classified in 58% (n = 112) of the new sample with 89% accuracy. Results were similar with subsequent model revisions where glycodelin was excluded and in the subgroups of subjects with a hCG below 2000 mIU/mL and a gestational age less than 6 weeks.

conclusionThe use of a panel of biomarkers to maximize test accuracy of a prediction of pregnancy location and prediction of pregnancy viability was reproducible and validated in an external population from which it was derived, but clinical utility is limited based on the test characteristics obtained.

Indexed as

Chorionic GonadotropinPregnancy OutcomeBiomarkersCase-Control StudiesFemaleGlycodelinHumansInfantPregnancyPregnancy Trimester, FirstReproducibility of ResultsBiomarkersChorionic GonadotropinGlycodelinBiomarkerEctopic pregnancyValidation

Identifiers

PMID36708430
PMCPMC10224881
OpenAlexW4318334934

What OpenQuestion holds

Textmetadata
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.