Evidence map›Paper›PMID 42584895›Full record

ArticleJAMA network open2026

Gestational Diabetes and Postpartum Cardiovascular, Kidney, and Metabolic Disorders.

Lili Liu, Junjie Anderson Lu, Esther E Velasquez, Cande V Ananth, Mindie H Nguyen, Michelle A Williams

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Lili LiuDepartment of Epidemiology and Population Health, Stanford University Medical Center, Palo Alto, California.
Junjie Anderson LuDepartment of Epidemiology and Population Health, Stanford University Medical Center, Palo Alto, California.
Esther E VelasquezCenter for Population Health Sciences, Stanford University Medical Center, Palo Alto, California.
Cande V AnanthDivision of Epidemiology and Biostatistics, Department of Obstetrics, Gynecology and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey.
Mindie H NguyenDepartment of Epidemiology and Population Health, Stanford University Medical Center, Palo Alto, California.
Michelle A WilliamsDepartment of Epidemiology and Population Health, Stanford University Medical Center, Palo Alto, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Gestational diabetes is associated with future cardiometabolic risk, but postpartum evidence across the cardiovascular-kidney-metabolic (CKM) disorder spectrum remains limited. Objective: To characterize the timing and magnitude of incident postpartum CKM disorders after a pregnancy complicated by gestational diabetes. Design, Setting, and Participants: This retrospective cohort study used data from April 1, 2007, to October 12, 2023, from the Merative MarketScan commercial database. Participants were commercially insured females aged 12 to 55 years with a single delivery and no preexisting CKM disorders before delivery. Follow-up began after delivery and continued until incident diagnosis, disenrollment, or end of data availability. Data were analyzed from August 2025 to March 2026. Exposure: Gestational diabetes, identified using diagnosis codes requiring 1 or more inpatient claims or 2 or more outpatient claims during pregnancy. Main Outcomes and Measures: Incident postpartum diagnoses of obesity, hypertension, hyperlipidemia, prediabetes, type 2 diabetes, metabolic syndrome, chronic kidney disease, and cardiovascular disease. Cox proportional hazards regression models estimated adjusted hazard ratios (AHRs) and 95% CIs. Temporal patterns were assessed using postpartum interval-specific HRs and year-specific incidence rate ratios. Results: Of 1 153 998 females (mean [SD] age, 28.0 [5.8] years), 95 103 (8.2%) had gestational diabetes; median follow-up was 2.4 years (IQR, 1.6-3.8 years). Compared with individuals without gestational diabetes, those with gestational diabetes had higher crude incidence rates per 1000 person-years of type 2 diabetes (9.9 vs 1.0), prediabetes (12.9 vs 2.5), hyperlipidemia (19.9 vs 10.1), hypertension (13.9 vs 8.1), and obesity (26.3 vs 15.2). In adjusted models, gestational diabetes was associated with dysglycemia, including type 2 diabetes (time-averaged AHR, 10.02; 95% CI, 9.53-10.52) and prediabetes (AHR, 5.32; 95% CI, 5.12-5.53), metabolic syndrome (AHR, 2.72, 95% CI, 2.49-2.98), hyperlipidemia (AHR, 2.00; 95% CI, 1.95-2.06), hypertension (AHR, 1.76; 95% CI, 1.70-1.82), and obesity (AHR, 1.75; 95% CI, 1.71-1.79). Composite cardiovascular disease risk was elevated (AHR, 1.28; 95% CI, 1.18-1.40), whereas chronic kidney disease was not (AHR, 0.96; 95% CI, 0.76-1.22). Conclusions and Relevance: In this cohort study, gestational diabetes was associated with increased postpartum risk across multiple metabolic disorders. These findings suggest that postpartum care after gestational diabetes may need to extend beyond glucose monitoring to include broader cardiometabolic risk surveillance.

Indexed as

Cardiovascular DiseasesDiabetes, GestationalKidney DiseasesMetabolic DiseasesAdolescentAdultChildFemaleHumansIncidenceMetabolic SyndromeMiddle AgedPostpartum PeriodPregnancyRetrospective StudiesYoung Adult

Identifiers

PMID42584895
PMCPMC13470292

What Socratic holds

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Registered trials

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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 Socratic graph.