Evidence map›Paper›PMID 40074993›Full record

ArticleObesity (Silver Spring, Md.)2025

Estimating energy requirements from Dietary Reference Intakes for pregnant people with obesity using wearables.

Alexandra M Niclou, Emily W Flanagan, Jasper Most, Abby D Altazan, Lillian H Wilder, Leanne M Redman

Abstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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.

Alexandra M NiclouPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.
Emily W FlanaganPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.
Jasper MostDepartment of Orthopedics and Traumatology, Zuyderland Medical Center, Sittard, The Netherlands.ORCID https://orcid.org/0000-0001-8591-5629
Abby D AltazanPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.
Lillian H WilderPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.
Leanne M RedmanPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.ORCID https://orcid.org/0000-0002-7267-7374

Funding

Research BaseP30DK072476 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Sujoy Ghosh · 2005 to 2026
$26.5M
Training in Obesity ResearchT32DK064584 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI CORBY K MARTIN, Christopher D Morrison · 2003 to 2026
$5.3M
Determinants of gestational weight gain in obese pregnant womenR01DK099175 · NIDDK · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI REDMAN, LEANNE MAREE · 2013 to 2015
$1.8M
NIDDK NIH HHS P30 DK072476NIDDK NIH HHS R01 DK099175NIDDK NIH HHS T32 DK064584NIH HHS F32HD10822NIH HHS P30DK072476NIH HHS R01DK099175NIH HHS T32DK064584
6 · The paper itself

Abstract

objectiveEstimating physical activity levels (PAL) is difficult outside of the laboratory, and patient-reported PAL are often overestimated. Herein, we determine the importance of selecting the correct PAL when computing estimated energy requirements (EER) to determine gestational weight gain (GWG). Then, we examine whether data from a wearable can be used to select PAL and predict EER.

methodsPAL were measured at early and late pregnancy among 53 pregnant female individuals (BMI > 30 kg/m

resultsPAL decreased from early to late pregnancy (p = 0.01). When simulating the effect of overestimating physical activity on EER in late pregnancy, excess GWG occured in all individuals (p < 0.001) with decreased PAL during pregnancy. Average daily step counts and activity minutes in early and late pregnancy overlapped across PAL and are not recommended for use.

conclusionsStep count and activity minute data from wearables cannot be used to determine PAL in pregnant individuals with obesity. To minimize excess GWG risks, our outcomes suggest assuming "inactive" physical activity when estimating EER for pregnant people with obesity.

Indexed as

Energy IntakeNutritional RequirementsObesityWearable Electronic DevicesAdultBody Mass IndexEnergy MetabolismExerciseFemaleGestational Weight GainHumansPregnancyPregnancy ComplicationsRecommended Dietary AllowancesYoung Adult

Identifiers

PMID40074993
PMCPMC12018137

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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 OpenQuestion graph.