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A multi-tiered workflow for examining organic acid profiles delineates tissue-specific changes in fatty acyl partitioning during aging.

Overview

Authors: Zhiyang Zhou1, Chenyin Cao2,3,4, Taochao Lu1, Yuyuan Ruan1, Bowen Li1, Mingjun Cao2, Luyue Mo2,3, Guanghou Shui2,3,4, Sin Man Lam5,1
  1. LipidALL Technologies Company Limited, Jiangsu Provincial Key Laboratory of Molecular Targets and Intervention for Metabolic Diseases, Changzhou 213022, China
  2. Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
  3. University of the Chinese Academy of Sciences, Beijing 100049, China
  4. Guangzhou National Laboratory, Guangzhou, Guangdong 510005, China
  5. Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou 510095, China
Journal: Cell reports methods, volume 6, issue 5, article 101413
Dates: received 21 May 2025; accepted 24 March 2026; published online 21 April 2026; in print May 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1016/j.crmeth.2026.101413 · PMID 42019501 · PMCID PMC13198126 · OpenAlex W7155046841
Open access: gold, a free copy (OpenAlex)
Status: code on request
Categories: genetics / omics (modality), mouse (organism), methods / tools (subfield)
Methods: Statistics
Keywords: organic acids, fatty acids, VLCFA, SCFA, LCFA, lipidomics, aging, skeletal muscle aging, brain aging
MeSH: Aging*, Fatty Acids*, Animals, Brain, Mice, Mice, Inbred C57BL, Muscle, Skeletal, Organ Specificity, Workflow (* major topic)
Topic: Fatty Acid Research and Health (Nutrition and Dietetics, Nursing), according to OpenAlex
Funding: National Key Research and Development Program of China (2022YFA0806001)
Citations: not cited yet (Europe PMC); 50 references in the paper
Research resources: Cell: C2C12 RRID:CVCL_0188, Mouse: C57BL∕6NCrl RRID:IMSR_CRL:027

Abstract

Fatty acids (FAs), as the predominant organic acids, form a major component of the metabolome. We present a multi-tiered method that comprehensively captures FA diversity—including chain lengths (C2–C34), unsaturation, isomers, and endogenous forms—within a single biological specimen. This workflow quantifies the broadest range of free FAs reported to date. Integrated with two complementary tiers profiling the total FA pool from alkaline hydrolysis and esterified acyl compositions across lipid classes, our multi-tiered workflow enables the investigation of differential fatty acyl partitioning. Applying this platform to quantify >540 unique lipids (free and esterified forms) and polar carboxylic acids, we investigated FA remodeling in the brain, retina (eyeball), and skeletal muscles of young and aged mice. We found that aged glycolytic tissues preferentially partition odd-chain and diunsaturated FAs (with lower β-oxidizability) into triacylglycerols. Additionally, aging shifts the FA18:1 partitioning into diacylglycerols over anionic phospholipids, which may mitigate pro-aging lipid signatures in the skeletal muscle.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

The paper's code and data availability statement is in the Data section.

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Data

Datasets cited

Data and code availability

Data have been deposited at Zenodo and are publicly available as of the date of publication at https://doi.org/10.5281/zenodo.18797611.

This paper does not report original code.

Any additional information required to reanalyze the data reported in this work paper is available from the lead contact upon request.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 29 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 9 authors, 9 keywords, 9 MeSH terms, 1 funder, 50 references, 2 RRIDs.

Cite

This paper

Zhou, Z., Cao, C., Lu, T., Ruan, Y., Li, B., Cao, M., Mo, L., Shui, G., & Lam, S. M. (2026). A multi-tiered workflow for examining organic acid profiles delineates tissue-specific changes in fatty acyl partitioning during aging. Cell reports methods, 6(5), 101413. https://doi.org/10.1016/j.crmeth.2026.101413

BibTeX

@article{zhou2026multi,
author = {Zhou, Zhiyang and Cao, Chenyin and Lu, Taochao and Ruan, Yuyuan and Li, Bowen and Cao, Mingjun and Mo, Luyue and Shui, Guanghou and Lam, Sin Man},
title = {{A multi-tiered workflow for examining organic acid profiles delineates tissue-specific changes in fatty acyl partitioning during aging}},
journal = {Cell reports methods},
year = {2026},
month = apr,
volume = {6},
number = {5},
pages = {101413},
publisher = {Elsevier},
issn = {2667-2375},
doi = {10.1016/j.crmeth.2026.101413},
url = {https://doi.org/10.1016/j.crmeth.2026.101413},
pmid = {42019501},
pmcid = {PMC13198126}
}

RIS

TY - JOUR
AU - Zhou, Zhiyang
AU - Cao, Chenyin
AU - Lu, Taochao
AU - Ruan, Yuyuan
AU - Li, Bowen
AU - Cao, Mingjun
AU - Mo, Luyue
AU - Shui, Guanghou
AU - Lam, Sin Man
TI - A multi-tiered workflow for examining organic acid profiles delineates tissue-specific changes in fatty acyl partitioning during aging
T2 - Cell reports methods
J2 - Cell Rep Methods
PY - 2026
DA - 2026/04/21
VL - 6
IS - 5
SP - 101413
SN - 2667-2375
PB - Elsevier
DO - 10.1016/j.crmeth.2026.101413
UR - https://doi.org/10.1016/j.crmeth.2026.101413
LA - en
ER -

CSL-JSON

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