Context: There is no early, first-trimester risk estimation available to predict later (gestational week 24-28) gestational diabetes mellitus (GDM); however, it would be beneficial to start an early treatment to prevent the development of complications.

Objective: We aimed to identify early, first-trimester prediction markers for GDM.

Methods: The present case-control study is based on the study cohort of a Hungarian biobank containing biological samples and follow-up data from 2545 pregnant women. Oxidative-nitrative stress-related parameters, steroid hormone, and metabolite levels were measured in the serum/plasma samples collected at the end of the first trimester from 55 randomly selected control and 55 women who developed GDM later.

Results: Pregnant women who developed GDM later during the pregnancy were older and had higher body mass index. The following parameters showed higher concentration in their serum/plasma samples: fructosamine, total antioxidant capacity, testosterone, cortisone, 21-deoxycortisol; soluble urokinase plasminogen activator receptor, dehydroepiandrosterone sulfate, dihydrotestosterone, cortisol, and 11-deoxycorticosterone levels were lower. Analyzing these variables using a forward stepwise multivariate logistic regression model, we established a GDM prediction model with a specificity of 96.6% and sensitivity of 97.5% (included variables: fructosamine, cortisol, cortisone, 11-deoxycorticosterone, SuPAR).

Conclusion: Based on these measurements, we accurately predict the development of later-onset GDM (24th-28th weeks of pregnancy). Early risk estimation provides the opportunity for targeted prevention and the timely treatment of GDM. Prevention and slowing the progression of GDM result in a lower lifelong metabolic risk for both mother and offspring.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584002PMC
http://dx.doi.org/10.1210/clinem/dgad301DOI Listing

Publication Analysis

Top Keywords

risk estimation
12
gestational diabetes
8
diabetes mellitus
8
early first-trimester
8
pregnant women
8
serum/plasma samples
8
women developed
8
developed gdm
8
gdm
7
risk
4

Similar Publications

Survival with Trastuzumab Emtansine in Residual HER2-Positive Breast Cancer.

N Engl J Med

January 2025

From the National Surgical Adjuvant Breast and Bowel Project (NSABP) Foundation (C.E.G., E.P.M., N.W., P.R., I.L.W., A.M.B.) and University of Pittsburgh School of Medicine-UPMC Hillman Cancer Center (C.E.G., N.W., P.R., A.M.B.) - both in Pittsburgh; AGO-B and Helios Klinikum Berlin-Buch, Berlin (M.U.), the National Center for Tumor Diseases, Heidelberg University Hospital, and German Cancer Research Center, Heidelberg (A.S.), Evangelische Kliniken Gelsenkirchen, Gelsenkirchen (H.H.F.), Arbeitsgemeinschaft Gynäkologische Onkologie-Breast and Sana Klinikum Offenbach, Offenbach (C.J.), the Department of Gynecology and Obstetrics, University Hospital Erlangen, Comprehensive Cancer Center Erlangen-EMN, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen (P.A.F.), German Breast Group, Neu-Isenburg (P.W., S.L.), and the Center for Hematology and Oncology Bethanien, Goethe University, Frankfurt (S.L.) - all in Germany; National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan (C.-S.H.); Instituto do Câncer do Estado de São Paulo, São Paulo (M.S.M.); Orlando Health Cancer Institute, Orlando, FL (E.P.M.); Hospital Universitario La Paz-Instituto de Investigación del Hospital Universitario La Paz, Madrid (A.R.); L'Institut du Cancer de Montpellier-Val d'Aurelle, Montpellier (V.D.), Institut Bergonié, INSERM Unité 1312, and Université de Bordeaux UFR Sciences Médicales, Bordeaux (H.R.B.) - all in France; Providence Cancer Institute, Portland, OR (A.K.C.); the Department of Surgery, Oncology, and Gastroenterology, University of Padua, and Oncology 2, Istituto Oncologico Veneto IRCCS, Padua (V.G.), and the Cancer Center Azienda Socio Sanitaria Territoriale Papa Giovanni XXIII, Bergamo (E.R.C.) - all in Italy; Stanford University School of Medicine, Stanford, CA (I.L.W.); the National Cancer Institute, Mexico City (C.A.-S.); Yale University School of Medicine, Yale Cancer Center, and Smilow Cancer Hospital, New Haven, CT (M.P.D.); the All-Ireland Cooperative Oncology Research Group (J.P.C.), and the Oncology Unit, Cancer Clinical Trials and Research Unit, Beaumont RCSI Cancer Centre, and Cancer Trials Ireland (B.T.H.) - all in Dublin; Fudan University Shanghai Cancer Center, Shanghai, China (Z.S.); Institute for Oncology and Radiology of Serbia, Belgrade (L.S.); Grupo Médico Ángeles, Guatemala City, Guatemala (H.C.-S.); Roche Products, Welwyn Garden City, United Kingdom (A.K., A.S.); and F. Hoffmann-La Roche, Basel, Switzerland (C.L., T.B., B.N., E.R.).

Background: Patients with human epidermal growth factor receptor 2 (HER2)-positive early breast cancer with residual invasive disease after neoadjuvant systemic therapy have a high risk of recurrence and death. The primary analysis of KATHERINE, a phase 3, open-label trial, showed that the risk of invasive breast cancer or death was 50% lower with adjuvant trastuzumab emtansine (T-DM1) than with trastuzumab alone.

Methods: We randomly assigned patients with HER2-positive early breast cancer with residual invasive disease in the breast or axilla after neoadjuvant systemic treatment with taxane-based chemotherapy and trastuzumab to receive T-DM1 or trastuzumab for 14 cycles.

View Article and Find Full Text PDF

Active transportation is associated with lower obesity risk: generalized structural equations model applied to physical activity.

Cad Saude Publica

January 2025

Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Córdoba, Córdoba, Argentina.

This study aimed to identify latent (unobservable) dimensions representing specific physical activity-related behaviors and explore their potential effects on obesity burden and spatial distribution in Colombia. A cross-sectional study (n = 9,658) was conducted based on the Colombian National Survey of Nutritional Status. A generalized structural equations model was proposed, combining exposure and measurement models to define a disease model.

View Article and Find Full Text PDF

Objective: To analyze vaccination coverage and factors associated with incomplete vaccination in inland municipalities of Northeastern Brazil.

Methods: This was a household survey using cluster sampling conducted in Vitória da Conquista, Bahia state, Caruaru, Pernambuco state, Sobral, Ceará state and Imperatriz, Maranhão state between 2020 and 2022. Vaccination coverage by valid doses and vaccine hesitancy were analyzed, with the odds ratio (OR) estimated and adjusted using logistic regression.

View Article and Find Full Text PDF

Intimate partner violence among transgender people in Brazil: a cross-sectional study, 2015-2021.

Epidemiol Serv Saude

January 2025

Universidade Federal de Goiás, Instituto de Patologia Tropical e Saúde Pública, Departamento de Saúde Coletiva, Goiânia, GO, Brasil.

Objective: To identify social vulnerability profiles of transgender people who have experienced intimate partner violence in Brazil and to assess the association with recurrent violence and referrals to support services.

Methods: This was a cross-sectional study of reported cases of violence against transgender people in Brazil (2015-2021) utilizing data from SINAN/DATASUS. Sociodemographic profiles were defined using two-step cluster analysis and associations estimated by means of binary logistic regression, with odds ratios (OR) and confidence intervals (CI).

View Article and Find Full Text PDF

Spatial, temporal, and space-time analysis of leptospirosis cases in Acre, 2001-2022.

Rev Bras Epidemiol

January 2025

Universidade de São Paulo, Faculty of Public Health, Postgraduate Degree in Public Health - São Paulo (SP), Brasil.

Objective: To identify clusters of high and low risk for the occurrence of leptospirosis in space and space-time in Acre, between 2001 and 2022, as well as to characterize temporal trends and epidemiological profiles of the disease in the state.

Methods: An ecological study of cases mandatorily reported by health services in Brazil. For the analysis of clusters in space and space-time, the SaTScan software was used, which calculated the relative risks (RR).

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!