ArticleBMC pregnancy and childbirth2022
Prediction of miscarriage in first trimester by serum estradiol, progesterone and β-human chorionic gonadotropin within 9 weeks of gestation.
Article in BMC pregnancy and childbirth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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.
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.
Who cites it
28 citing papers in PubMed, 43 citations in OpenAlex.
- Periconception Maternal-Serum Vitamin D, Vaginal Bleeding, and Subchorionic Hemorrhage in Early Pregnancy.Nutrients · 2026Trial
- Periconception Maternal Vitamin D Status on Nausea and Vomiting Symptoms in Early Pregnancy Among Women with a History of Pregnancy Loss.Nutrients · 2026Trial
- Predicting of early miscarriage based on machine learning: a retrospective cohort study in China.BMC pregnancy and childbirth · 2026Article
- Association of the Salivary Progesterone-to-Estradiol Ratio with Threatened Miscarriage.Journal of clinical medicine · 2026Article
- Association between urinary hCG trajectories and the risk of miscarriage in women undergoing embryo transfer: a prospective cohort study.Frontiers in endocrinology · 2026Article
- LHCGR phamacodynamic effects during follicular maturation.Frontiers in endocrinology · 2026Review
- Development of machine learning models for predicting early pregnancy outcomes based on β-hCG, progesterone, and estradiol.PloS one · 2026Article
- The association of infertility, miscarriage, stillbirth, and parity with osteoporosis: a pooled analysis of five cohort studies.Fertility and sterility · 2026Article
- Novel Clinically Validated Machine Learning Model for Early Pregnancy Loss in Recurrent Spontaneous Abortion: Integrating Serum Autoantibodies and Ultrasonic Parameters.International journal of general medicine · 2026Article
- A multivariable risk prediction model for pregnancies of uncertain viability without a fetal pole: a prospective cohort study.Frontiers in medicine · 2026Article
- Transcriptomic Profiling of Peripheral Blood Identifies Candidate Genes for Early Pregnancy Diagnosis in Sika Deer.Animals : an open access journal from MDPI · 2025Article
- Impact of trophectoderm biopsy on serum β-hCG dynamics: PGT cycles vs. non-PGT cycles.Archives of gynecology and obstetrics · 2025Article
- Weekly changes in serumThe Journal of international medical research · 2025Article
- The Relationship Between the Average Decreased Times of Estradiol and Early Miscarriage: An Observational Study.Reproductive sciences (Thousand Oaks, Calif.) · 2025Observational
- Estradiol trajectories and early pregnancy loss: a retrospective study.Frontiers in endocrinology · 2025Article
- Untargeted metabolomics reveals key pathways in miscarriage: steroid, folate, fatty acid & glycosaminoglycan metabolism.npj women's health · 2025Article
- NK cell dysfunction in antiphospholipid syndrome.Frontiers in immunology · 2025Review
- Progesterone decline threshold in predicting early pregnancy loss: a retrospective study.Frontiers in endocrinology · 2025Article
- The predictive value of ultrasound markers for pregnancy outcomes in recurrent pregnancy loss: a retrospective study.Scientific reports · 2024Article
- HCV Antiviral Drugs Have the Potential to Adversely Perturb the Fetal-Maternal Communication Axis through Inhibition of CYP3A7 DHEA-S Oxidation.Drug metabolism and disposition: the biological fate of chemicals · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo predict miscarriage outcome within 12 weeks of gestational age by evaluating values of serum estradiol, progesterone and β-human chorionic gonadotropin (β-HCG) within 9 weeks of gestation.
methodsOne hundred sixty-five women with singleton pregnancies were retrospectively studied. Estradiol, progesterone and β-HCG levels were measured at 5-6 weeks of gestation and the measurements were repeated at 7-9 weeks. According to pregnancy outcome at 12 weeks of gestation, 71 cases were categorized into miscarriage group, and 94 cases into group of normal pregnancy. Each group was further divided into 5-6 and 7-9 weeks of gestation sub-group. Predictive values of estradiol, progesterone and β- HCG levels at 5-6 weeks and 7-9 weeks of gestation were analyzed with receiver operating characteristic (ROC) curves and logistic regression.
resultsSerum levels of estradiol at 7-9 weeks identified miscarriage with an area under the ROC curve (AUC) of 0.866 (95% CI 0. 793 ~ 0.938, P = 0.000), diagnostic cutoff value of 576 pg/ml, sensitivity of 0.804, and specificity of 0.829 respectively at the optimal threshold, according to Youden index. Progesterone levels at 7-9 weeks were with AUC of 0.766 (95% CI 0. 672 ~ 0.861, P = 0.000), cutoff value of 15.27 ng/ml, sensitivity of 0.921, and specificity of 0.558, respectively; Estradiol at 5-6 weeks were with AUC of 0.709 (95% CI 0. 616 ~ 0.801, P < 0.001), the diagnostic cutoff value of 320 pg/ml, sensitivity of 0.800, and specificity of 0.574, respectively. The performance of the dual markers of estradiol and progesterone analysis (AUC 0.871, CI 0.793-0.950), three-markers analysis (AUC 0.869, CI 0.759-0.980)were slightly better than the single marker at 7-9 weeks. β-HCG or progesterone provide additional utility of estradiol prediction at 5-6 weeks with AUC 0.770 (0.672-0.869) for β-HCG and estradiol, AUC0.768(CI 0.670-0.866) for β-HCG, estradiol and progesterone and AUC 0.739 (CI 0.651-0.827) for progesterone and estradiol.
conclusionsLow serum levels such as dual of estradiol and progesterone or estradiol alone at 7-9 weeks, β-HCG or progesterone combing estradiol at 5-6 weeks of gestation can be used better to predict miscarriage in first trimester.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.