Evidence mapPaperPMID 39995310Full record

ArticleEnvironmental science & technology2025

Metabolic Signatures in Adipose Tissue Linking Lipophilic Persistent Organic Pollutant Mixtures to Blood Pressure Five Years After Bariatric Surgery Among Adolescents.

Shudi Pan, Zhenjiang Li, Douglas I Walker, Brittney O Baumert, Hongxu Wang, Jesse A Goodrich, Sarah Rock, Thomas H Inge, Todd M Jenkins, Stephanie Sisley and 14 more

Abstract read
In one paragraph

Article in Environmental science & technology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

24 authors.

Shudi PanDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Zhenjiang LiDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0000-0002-4806-6231
Douglas I WalkerGangarosa Department of Environmental Health, Emory University, Atlanta, Georgia 30322, United States.
Brittney O BaumertDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0000-0003-1220-8557
Hongxu WangDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Jesse A GoodrichDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0000-0001-6615-0472
Sarah RockDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Thomas H IngeDepartment of Surgery, Northwestern University Feinberg School of Medicine and Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois 60611, United States.
Todd M JenkinsDepartment of Pediatrics, University of Cincinnati College of Medicine, Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio 45229, United States.
Stephanie SisleyDepartment of Pediatrics, Baylor College of Medicine, USDA/ARS Children's Nutrition Research Center, Houston, Texas 77030, United States.
Scott M BartellDepartment of Environmental and Occupational Health, Department of Epidemiology and Biostatistics, and Department of Statistics, University of California, Irvine, California 92697, United States.
Stavra XanthakosDivision of Gastroenterology, Hepatology, Nutrition, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio 45229, United States.
Xiangping LinDepartment of Genetics, Stanford University School of Medicine, Stanford, California 94305, United States.
Brooklynn McNeilIrving Institute for Clinical and Translational Research, Columbia University, New York, New York 10027, United States.
Anna R RobuckDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States.ORCID 0000-0002-3331-7579
Catherine E MullinsGangarosa Department of Environmental Health, Emory University, Atlanta, Georgia 30322, United States.
Michele A La MerillDepartment of Environmental Toxicology, University of California, Davis, California 95616, United States.ORCID 0000-0002-5720-5862
Erika GarciaDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Max T AungDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.ORCID 0000-0001-5541-5447
Sandrah P EckelDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Rob McConnellDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
David V ContiDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.
Justin R RyderDepartment of Surgery, Northwestern University Feinberg School of Medicine and Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois 60611, United States.
Lida ChatziDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California 90032, United States.

Funding

Pilot Projects ProgramP30ES007048 · UNIVERSITY OF SOUTHERN CALIFORNIA · 1996 to 2025
$10.4M
Statistical Methods for Integrative Genomics in CancerP01CA196569 · UNIVERSITY OF SOUTHERN CALIFORNIA · 2025 to 2025
$2.5M
Effects of DDE exposure on adipose tissue function, weight loss and metabolic improvement after bariatric surgery: A new paradigm for study of lipophilic chemicalsR01ES030364 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VAIA LIDA CHATZI · 2022 to 2024
$1.9M
Longitudinal integration of environmental exposures, omics, and childhood NAFLD (LEON) StudyU01HG013288 · UNIVERSITY OF SOUTHERN CALIFORNIA · 2025 to 2025
$784k
NCI NIH HHS P01 CA196569NHGRI NIH HHS U01 HG013288NIDDK NIH HHS UM1 DK072493NIDDK NIH HHS UM1 DK095710NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R01 ES029944NIEHS NIH HHS R01 ES030364NIEHS NIH HHS R01 ES030691NIEHS NIH HHS T32 ES013678
6 · The paper itself

Abstract

Persistent organic pollutants (POPs) are lipophilic environmental contaminants accumulated in the adipose tissue. Weight loss interventions, such as bariatric surgery, can mobilize POPs from adipose tissue into the bloodstream. We hypothesized that this mobilization could contribute to increases in blood pressure among 57 adolescents with severe obesity undergoing bariatric surgery. POPs and metabolic features were measured from visceral adipose tissue collected during surgery using gas and liquid chromatography, coupled with high-resolution mass spectrometry. Blood pressure was assessed at baseline, 6 months, and 5 years post-surgery. We used quantile g-computation to estimate associations of POP mixtures with blood pressure changes. With one quartile increase in POP mixtures, systolic blood pressure (SBP) increased by 6.4% five years after bariatric surgery compared to baseline SBP [95% confidence interval (CI): 0.4%, 12.4%]. The meet-in-the-middle approach identified overlapping metabolic features and pathways linking POP mixtures to SBP changes, highlighting the role of prostaglandin formation via arachidonic acid metabolism. POP mixtures were negatively associated with indole-3-acetate (-0.729, 95% CI: -1.234, -0.223), which was negatively associated with SBP changes at five years (-3.49%, 95% CI: -6.51%, -0.48%). Our findings suggested that lipophilic POP mixtures attenuated the beneficial effect of bariatric surgery on improved blood pressure among adolescents via alterations in lipid metabolism.

Indexed as

Adipose TissueBlood PressurePersistent Organic PollutantsAdolescentBariatric SurgeryFemaleHumansMalePersistent Organic Pollutantsadipose tissueenvironmental chemical mixtureshigh-resolution metabolomicshypertensionmetabolome-wide association studymixture analysis

Identifiers

PMID39995310
PMCPMC11912326

What Socratic holds

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LicenceCC BY
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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 Socratic graph.