Evidence map›Paper›PMID 35521811›Full record

ArticleEndocrine connections2022

Predictors of metformin monotherapy failure in gestational diabetes mellitus.

Vânia Benido Silva, Liliana Fonseca, Maria Teresa Pereira, Joana Vilaverde, Clara Pinto, Fernando Pichel, Maria do Céu Almeida, Jorge Dores

Open access · goldAbstract read
In one paragraph

Article in Endocrine connections, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
0.6field-weighted citation impact, top 33% 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, 1 synthesis or guideline pooled it, 6 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Rate and Characteristics of Metformin Use in Gestational Diabetes.Obstetrics and gynecology international · 2026
    Article
  4. Article
  5. Article
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

8 authors at 1 institution in 1 country.

Vânia Benido SilvaDepartment of Endocrinology, Centro Hospitalar Universitário do Porto, Porto, Portugal.ORCID 0000-0002-8206-7414
Liliana FonsecaDepartment of Endocrinology, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Maria Teresa PereiraDepartment of Endocrinology, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Joana VilaverdeDepartment of Endocrinology, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Clara PintoDepartment of Obstetrics, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Fernando PichelDepartment of Nutrition, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Maria do Céu AlmeidaIn representation of the Diabetes and Pregnancy Study Group of the Portuguese Society of Diabetology, Lisbon, Portugal.
Jorge DoresDepartment of Endocrinology, Centro Hospitalar Universitário do Porto, Porto, Portugal.
Centro Hospitalar do Porto · PT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Metformin has emerged as a safe and effective pharmacological alternative to insulin in gestational diabetes mellitus (GDM), being associated with lower maternal weight gain and hypoglycemia risk. Nevertheless, glycemic control is unaccomplished in a considerable proportion of women only treated with metformin. We aim to determine the metformin monotherapy failure rate in GDM and to identify predictors of its occurrence. Design and methods: This was a retrospective multicenter study including pregnant women with GDM patients who started metformin as a first-line pharmacological treatment (n = 2891). A comparative analysis of clinical and analytical data between the group of women treated with metformin monotherapy and those needing combined therapy with insulin was performed. Results: In 685 (23.7%) women with GDM, combined therapy to achieve adequate glycemic control was required. Higher pregestational BMI (OR 1.039; CI 95% 1.008-1.071; P-value = 0.013), higher fasting plasma glucose (PG) levels in oral glucose tolerance test (OGTT) (OR 1.047; CI 95% 1.028-1.066; P-value <0.001) and an earlier gestational age (GA) at metformin introduction (0.839; CI 95% 0.796-0.885, P-value < 0.001) were independent predictive factors for metformin monotherapy failure. The best predictive cutoff values were a fasting PG in OGTT ≥87 mg/dL and GA at metformin introduction ≤29 weeks. Conclusions: In 685 (23.7%) women, combined therapy with insulin to reach glycemic control was required. Higher pre-gestational BMI, fasting PG levels in OGTT ≥87 mg/dL and introduction of metformin ≤29 weeks of GA were independent predictive factors for metformin monotherapy failure. The early recognition of these characteristics can contribute to the establishment of individualized therapeutic strategies and attain better metabolic control during pregnancy.

Indexed as

diagnosisfailureinsulinmetforminmonotherapyOGTTtreatmentwomen

Identifiers

PMID35521811
PMCPMC9175587
OpenAlexW4229011476

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.