Evidence map›Paper›PMID 42239769›Full record

ArticleResearch square2026

A multiplexed targeted mass spectrometric assay for quantifying obesity- associated biomarkers in human plasma.

Tai-Tu Lin, Panshak Dakup, Athena A Schepmoes, Thomas L Fillmore, Adam C Swensen, Shane S Kelly, Tong Zhang, Jie Pu, Jon M Jacobs, James P DeLany and 4 more

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In one paragraph

Article in Research square, 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

14 authors.

Tai-Tu LinPacific Northwest National Laboratory.
Panshak DakupPacific Northwest National Laboratory.
Athena A SchepmoesPacific Northwest National Laboratory.
Thomas L FillmorePacific Northwest National Laboratory.
Adam C SwensenPacific Northwest National Laboratory.
Shane S KellyPacific Northwest National Laboratory.
Tong ZhangPacific Northwest National Laboratory.
Jie PuUniversity at Buffalo, State University of New York.
Jon M JacobsPacific Northwest National Laboratory.
James P DeLanyAdvent Health.
Bret H GoodpasterAdvent Health.
Tujin ShiPacific Northwest National Laboratory.
Jun QuUniversity at Buffalo, State University of New York.
Wei-Jun QianPacific Northwest National Laboratory.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is a major global public health challenge that contributes to numerous comorbidities and increased mortality. A better understanding of the biological mechanisms and disease risks associated with obesity requires robust monitoring of key circulating biomarkers, including adipokines, apolipoproteins, and inflammatory proteins. Targeted mass spectrometry (MS) offers a promising platform for developing specific, standardized, and multiplexed assays for biomarker quantification. In this study, we developed a multiplex targeted MS assay for the quantification of 42 obesity-associated biomarker candidates in human plasma. Methods: The assay was optimized for surrogate peptide selection, digestion incubation time, and LC gradient, and evaluated for linearity, lower limit of quantification (LLOQ), imprecision, and stability. A semi-automated sample preparation workflow using 96-well plates was also established to support high-throughput implementation. The assay was applied to a clinical cohort undergoing weight loss interventions to evaluate differences in protein abundance across obesity-related groups and to monitor biomarker changes over time. Statistical analyses were performed to identify proteins with significantly different abundances between study groups and before versus after intervention. Results: The assay demonstrated acceptable linearity, LLOQ, imprecision, and stability. Inter-laboratory validation using samples from 70 healthy individuals showed strong correlation with the finalized standard operating procedure (SOP). Application of the assay to an obesity cohort revealed significant differences in the levels of 6 proteins across obese, overweight, and healthy control groups, as well as 16 proteins that were differentially abundant in obese individuals compared with non-obese individuals (overweight and healthy controls combined). In subjects undergoing weight loss interventions, four proteins-CRP, PRG4, SERPINF1, and SHBG-showed significant concentration changes in individuals who achieved > 5% weight loss. Conclusions: These results demonstrate the robustness and high-throughput capability of this multiplex targeted MS assay for measuring obesity-associated plasma biomarkers. The assay shows potential clinical utility for improving the diagnosis, stratification, and risk assessment of obesity-related conditions, as well as for monitoring responses to weight loss interventions.

Indexed as

biomarkershuman plasmaLC-MSmultiplexed assayObesityweight loss

Identifiers

PMID42239769
PMCPMC13228810

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.