bims-metlip Biomed News
on Methods and protocols in metabolomics and lipidomics
Issue of 2025–08–17
twenty-two papers selected by
Sofia Costa, Matterworks



  1. J Chromatogr A. 2025 Aug 09. pii: S0021-9673(25)00608-9. [Epub ahead of print]1760 466263
      Short-chain fatty acids (SCFAs), such as acetic, propionic, and butyric acid, are important biomarkers that reflect gut microbiota composition, disease progression, and overall health. Conventional SCFA analysis typically involves derivatization prior to liquid or gas chromatography. However, derivatization is challenging due to the volatility of SCFAs and interference from similar carboxylic acids in biological samples and often requires complex purification steps. Consequently, the development of derivatization-free liquid chromatography-mass spectrometry (LC-MS) methods is desirable, although direct LC-MS analysis of intact SCFAs often suffers from limited sensitivity and accuracy. In this study, we have developed a derivatization-free LC-MS method for the analysis of major SCFAs (C2-C4) in the cecum content and feces of mice. Separation was performed using a mixed-mode column combining hydrophilic interaction chromatography and anion-exchange chromatography. We found that ammonium formate, required for separation, significantly suppressed SCFA signal intensity, whereas its replacement by ammonium fluoride prevented this suppression. Furthermore, we have demonstrated that the background noise in biological sample analysis can be reduced by selective reaction monitoring (SRM) mode, in which the same m/z value was set for both the precursor and product ions, as compared with selective ion monitoring (SIM) mode. The method developed in this study showed good validation values and sensitivity in the quantification of targeted SCFAs in mouse biological samples, demonstrating the excellent practicability of this method and making it a useful tool for research on the gut microbiome.
    Keywords:  Ammonium fluoride; Gut microbiota; Hydrophilic interaction chromatography (HILIC); LC-MS analysis; Short-chain fatty acids (SCFAs)
    DOI:  https://doi.org/10.1016/j.chroma.2025.466263
  2. Anal Chem. 2025 Aug 15.
      The exponential growth of untargeted metabolomics data, now reaching billions of mass spectra in public repositories, benefits from reannotation strategies for data reuse. While tandem mass spectrometry (MS/MS) library matching remains the gold standard, annotation workflows face a critical bottleneck: chimeric spectra. These composite spectra, arising from simultaneous fragmentation of multiple precursor ions, compromise the ability to annotate MS/MS spectra against nonchimeric reference spectra. Here, we demonstrate that an enhanced version of reverse spectral search, a principle first introduced in 1975 but largely overlooked, provides a simple, computationally efficient solution, rescuing up to 62% more metabolite annotations in benchmark data sets while maintaining stringent quality control. The enhanced reverse spectral search is now added to the GNPS ecosystem. Source codes can be accessed at https://github.com/Philipbear/reverse_search.
    DOI:  https://doi.org/10.1021/acs.analchem.5c02047
  3. J Vis Exp. 2025 Jul 25.
      Spatial metabolomics is a rapidly evolving field to map the distribution of metabolites within tissues, organs, and even single cells. This approach provides contextual metabolic information, which is critical for understanding the biochemical heterogeneity of biological systems. Mid-infrared (MIR) imaging and mass spectrometry imaging (MSI) have emerged as powerful approaches for spatial metabolomics, each offering unique and complementary advantages. In this study, we present a workflow for performing MIR imaging and matrix-assisted laser desorption ionization MSI (MALDI-MSI) on the same tissue section, encompassing experimental procedures, imaging co-registration, data integration, and bioinformatics analysis. MIR imaging is employed as the upstream modality, allowing for non-destructive biochemical analysis of tissues. Subsequently, a matrix is deposited in the tissue for MALDI-MSI, guided by the spatial information obtained from MIR imaging. Images are integrated following co-registration, enabling multi-modal spatial metabolomics analysis using advanced bioinformatics tools such as Seurat. The integration of MIR imaging and MSI represents a transformative advancement in spatial metabolomics, offering unprecedented opportunities to explore the spatial and chemical complexity of metabolic processes in both health and disease. This multi-modal approach holds significant potential for driving innovations in biomarker discovery, disease diagnostics, and therapeutic development.
    DOI:  https://doi.org/10.3791/68709
  4. Nat Commun. 2025 Aug 11. 16(1): 7277
      Identifying carbon-carbon double bond (C=C) positions in complex lipids is essential for elucidating physiological and pathological processes. Currently, this is impossible in high-throughput analyses of native lipids without specialized instrumentation that compromises ion yields. Here, we demonstrate automated, chain-specific identification of C=C positions in complex lipids based on the retention time derived from routine reverse-phase chromatography tandem mass spectrometry (RPLC-MS/MS). We introduce LC=CL, a computational solution that utilizes a comprehensive database capturing the elution profile of more than 2400 complex lipid species identified in RAW264.7 macrophages, including 1145 newly reported compounds. Using machine learning, LC=CL provides precise and automated C=C position assignments, adaptable to any suitable chromatographic condition. To illustrate the power of LC=CL, we re-evaluated previously published data and discovered new C=C position-dependent specificity of cytosolic phospholipase A2 (cPLA2). Accordingly, C=C position information is now readily accessible for large-scale high-throughput studies with any MS/MS instrumentation and ion activation method.
    DOI:  https://doi.org/10.1038/s41467-025-61911-x
  5. Biomed Chromatogr. 2025 Sep;39(9): e70190
      Therapeutic drug monitoring of protein kinase inhibitors is widely practiced worldwide. Based on the example of ripretinib dosage requested by a clinician, we detailed the process of method development, using a literature-based approach while ensuring the sustainability of the method to be as environmentally friendly as possible. Therefore, a UPLC-MS/MS method for ripretinib and its active metabolite was optimized and validated using the corresponding stable isotopic internal standards in human plasma. The procedure employed a mobile phase mixture of water with 1% acetic acid and 0.1% formic acid, and acetonitrile. Positive electrospray ionization was performed, coupling with multiple reaction monitoring of m/z 510.4 → 417.4 and 510.4 → 389.4 for ripretinib, and 496.3 → 403.3 and 496.3 → 375.3 for N-desmethyl-ripretinib. The method was successfully validated according to the current version of the ICH Guideline provided by the EMA. The greenness assessment score of this procedure was better than previously published approaches using the AGREE metric. The validated UPLC-MS/MS method successfully monitored ripretinib and its metabolite concentrations in clinical and preclinical models.
    Keywords:  LC‐MS/MS; N‐desmethyl‐ripretinib; TDM; pharmacokinetic; ripretinib
    DOI:  https://doi.org/10.1002/bmc.70190
  6. J Pharm Biomed Anal. 2025 Aug 06. pii: S0731-7085(25)00434-0. [Epub ahead of print]266 117093
      We developed and validated a novel bioanalytical method for the simultaneous quantification of levofloxacin, linezolid, moxifloxacin, delamanid, bedaquiline, clofazimine, and pretomanid, along with the metabolites of delamanid (DM-6705) and bedaquiline (N-desmethyl-bedaquiline, M2), in human lung tissue samples. Following homogenization by bead beating and extraction by protein precipitation, the analytes were separated on an Agilent 1260 Infinity II HPLC system using a Poroshell 120 C18 EC (2.1 mm×50 mm, 2.7 µm) column with gradient elution, applying a mobile phase consisting of 0.1 % formic acid in water and 0.1 % formic acid in a mixture of acetonitrile and methanol. Detection and quantification of the analytes and their stable isotope labelled internal standards were performed on a Sciex API 5500 QTrap mass spectrometer using positive electrospray ionization and multiple reaction monitoring. Validation according to the guidelines of the FDA and EMA proved the method to be precise, accurate, and robust with no significant influence of matrix components. The application of the method to the analysis of clinical samples demonstrated the feasibility of quantifying the second-line anti-tuberculosis drugs in human lung tissue and the potential to provide insights into the drug distribution across the infection sites in the lung.
    Keywords:  Lung tissue analysis; Method validation; Multiplex LC-MS/MS; Second-line TB drugs
    DOI:  https://doi.org/10.1016/j.jpba.2025.117093
  7. J Proteome Res. 2025 Aug 11.
      Lipids of extracellular vesicles (EVs) are attracting attention due to their crucial biological functions and potential roles in processes such as carcinogenesis. This study compares three commonly used lipid extraction techniques, i.e., liquid-liquid extraction, single-phase extraction, and solid-phase extraction, with a novel direct injection liquid chromatography-mass spectrometry (DI-LC-MS) workflow tailored to EV lipidomics. In the DI-LC-MS approach, EVs are disrupted and released directly in the chromatographic system, enabling the analysis of lipids without a prior extraction step. The applicability of the DI-LC-MS workflow was demonstrated by profiling lipids in mammalian and bacterial EVs. The lipidome coverage and high precision of the DI-LC-MS method (coefficient of variation of peak area lower than 20% for all the identified lipids) enabled identification of differences in lipid profiles of EV samples. The column used in the DI-LC-MS method exhibited a sufficient lifespan and stability for comparative lipidomic studies. Lipidome coverage, lipid species distribution, and precision varied across the studied workflows; our findings highlight the strengths and limitations of these methods. The DI-LC-MS emerges as a sustainable alternative for EV lipidomic studies by eliminating the need for sample preparation and reducing analysis time, solvent use, and chemical noise while requiring less than 1 μL of sample.
    Keywords:  LC-MS; extracellular vesicles; lipid extraction; lipidomics; liquid–liquid extraction; solid-phase extraction
    DOI:  https://doi.org/10.1021/acs.jproteome.5c00156
  8. Leg Med (Tokyo). 2025 Aug 07. pii: S1344-6223(25)00116-6. [Epub ahead of print]77 102682
      We developed a simultaneous analysis method for 13 neonicotinoids and related insecticides in whole blood by liquid chromatography-tandem mass spectrometry (LC-MS/MS) using a Novum simplified liquid extraction column. The extraction method, which employs an extraction solvent of 16% acetonitrile in ethyl acetate, demonstrated the best performance in terms of balancing phospholipid removal ability, recovery efficiency and matrix effects. Calibration curves showed good linear relationships, with r2 values exceeding 0.995. The intra- and inter-day accuracies and precisions were 85.5-108.8% and 0.2-13.0%, respectively. The recovery efficiencies were in the range of 52.7-92.7%. Matrix effects were between 60.6 and 201.0%; higher effects were seen for fipronil, which represents a significant challenge that resulted in substantial ion enhancement. Nevertheless, both the accuracy and precision of the method were enhanced by utilization of a stable isotopically-labeled internal standard followed by LC-MS/MS. The method was applied to a human postmortem blood sample collected during a forensic autopsy to demonstrate feasibility; results suggest that this method will be useful for forensic toxicological investigations.
    Keywords:  Liquid chromatography–tandem mass spectrometry; Neonicotinoid; Protein and phospholipid removal column; Simplified liquid extraction column
    DOI:  https://doi.org/10.1016/j.legalmed.2025.102682
  9. Proteomics. 2025 Aug 13. e70026
      Lipids, indispensable yet structurally intricate biomolecules, serve as critical regulators of cellular function and disease progression. Conventional lipidomics, constrained by limited resolution for isomeric and low-abundance species, has been transformed by ion mobility-mass spectrometry (IM-MS). This technology augments analytical power through enhanced orthogonal separation, collision cross-section (CCS)-based identification, and improved sensitivity. This review examines the transformative advances in IM-MS-driven lipidomics, focusing on three major pillars: (1) a critical evaluation of leading ion mobility spectrometry (IMS) platforms, emphasizing innovative instrument geometries and breakthroughs in resolving lipid isomers; (2) an exploration of lipid CCS databases and predictive frameworks, spotlighting computational modeling and machine learning strategies that synergize experimental data with molecular representations for high-confidence lipid annotation; (3) emerging multi-dimensional lipidomics workflows integrating CCS with liquid chromatography-MS/MS to boost identification and depth, alongside mass spectrometry imaging for spatially resolved lipidomics. By unifying cutting-edge instrumentation, computational advances, and biological insights, this review outlines a roadmap for leveraging IM-MS to unravel lipidome complexity, catalyzing biomarker discovery and precision medicine innovation.
    DOI:  https://doi.org/10.1002/pmic.70026
  10. Anal Methods. 2025 Aug 14.
      In end-stage osteoarthritis, total joint arthroplasty (TJA) represents the definitive therapeutic intervention. Cefuroxime, a second-generation cephalosporin, exhibits a broad spectrum of activity against both Gram-negative and Gram-positive microorganisms, making it a cornerstone of surgical antimicrobial prophylaxis (SAP) to mitigate prosthetic joint infection (PJI) risk. However, the escalating demand for revision arthroplasties has paralleled rising implant-associated infections, necessitating target-site pharmacokinetic optimization to ensure effective antibiotic exposure at the bone-implant interface. Therefore, we developed a validated liquid chromatography tandem mass spectrometry (LC-MS/MS) assay for simultaneous quantification of cefuroxime in human plasma and bone tissues. The separation was completed in 7.5 min on a BEH C18 column (2.1 × 50 mm, 3.5 μm), and the gradient elution was performed in a mobile phase consisting of 0.1% formic acid in acetonitrile and 0.1% formic acid in water at a flow rate of 0.3 mL min-1. The correlation coefficients of calibration curves were all greater than 0.99. The detection accuracy of plasma ranged from 93.11% to 98.60% (89.15-106.2% for bone). The intra- and inter-assay precision for both plasma and bone measurements were within 15% (20% at the lower limit of quantitation, LLOQ). The matrix effects were 2.34% to 2.91% in plasma and 3.13-5.17% in bone, while extraction recoveries ranged from 99.8% to 102.0% for plasma and 105.0-107.0% for bone. Upon stability assessment under varying storage conditions, all samples exhibited a difference of less than 15.0%. The method was successfully applied to the determination of cefuroxime in plasma and bone tissues of actual patients.
    DOI:  https://doi.org/10.1039/d5ay01085c
  11. J Chromatogr B Analyt Technol Biomed Life Sci. 2025 Aug 07. pii: S1570-0232(25)00304-6. [Epub ahead of print]1265 124750
      Urine toxicological analysis serves as a significant tool in both clinical and forensic contexts, facilitating the diagnosis of acute intoxications, determination of causes of death, monitoring of substance use in occupational settings, and identification of drug-facilitated crimes. In this regard, the dilute-and-shoot method, when integrated with liquid chromatography-tandem mass spectrometry (LC-MS/MS), represents a promising analytical approach due to its efficacy, reliability, and wide-ranging applicability. This study presents the development and validation of an LC-MS/MS method that simultaneously detects and quantitates 115 drugs and metabolites comprising analytes from different categories, such as drugs of abuse (DOA), new psychoactive substances (NPS), prescription and over-the-counter drugs. Sample pretreatment was studied by applying different solvents (acetonitrile, water or methanol), and the best results were obtained after adding 100 μL of sample, 200 μL of a mixture of methanol: acetonitrile (3:1, v/v). The mixture was vortexed, centrifuged and the supernatant directly injected into the instrument. The analysis took place on a C18 column with a gradient elution over 7.5 min. The method was found to be selective and sensitive, offering LOD/LOQ ranging from 0.01 to 1.5/ 0.05-5 ng/mL, respectively. Validation of the method included evaluation of recovery, carryover, matrix effect, accuracy, precision, selectivity, stability and dilution integrity. The method performed satisfactorily and was therefore applied to urine samples that collected over a 12-week period from individuals enrolled in a rehabilitation program. The proposed method was applied as a follow-up tool aiming to detect prescribed (or not) medicine, as well as other illegal substances.
    Keywords:  DOA; Dilute-and-shoot; LC-MS/MS; NPS; Screening; Urine; Validation
    DOI:  https://doi.org/10.1016/j.jchromb.2025.124750
  12. J Chromatogr B Analyt Technol Biomed Life Sci. 2025 Aug 12. pii: S1570-0232(25)00317-4. [Epub ahead of print]1265 124763
      Several recent pharmacokinetic studies of clozapine (CLZ) and its metabolites have reported that plasma CLZ concentrations are associated with both efficacy and adverse effects, suggesting the usefulness of therapeutic drug monitoring. Although several quantification methods for total and free drug concentrations have been established, a simultaneous quantification method for total and free concentrations of CLZ and its metabolites using ultra high-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) has not been developed. In this study, we aimed to develop a simultaneous quantitative measurement method for wide ranges of plasma concentrations of total and free CLZ and its two major metabolites, N-desmethyl CLZ (NDC) and CLZ N-oxide (CNO), using UHPLC-MS/MS. Plasma samples were prepared by solid phase extraction, and the free fraction was obtained by ultrafiltration. This method meets the validation requirements of the U.S. Food and Drug Administration. The quantification method demonstrated good linearity over wide calibration ranges for total CLZ (10-1000 ng/mL), total NDC and CNO (40-4000 ng/mL), free CLZ (2-2000 ng/mL), and free NDC and CNO (0.8-800 ng/mL). Ultrafiltration recovery rates for free CLZ, NDC, and CNO were approximately 60.0 %, 65.4 %, and 72.8 %, respectively. The total drug recovery rates ranged from 91.4 % to 107.5 %, and the free drug recovery rates ranged from 88.5 % to 117.1 %. Furthermore, we successfully measured total and free CLZ, NDC, and CNO concentrations in plasma samples of 12 patients with schizophrenia treated with CLZ. We have successfully developed and validated a method for quantitative measurement of total and free CLZ, NDC, and CNO concentrations in plasma.
    Keywords:  Clozapine; Clozapine N-oxide; N-desmethyl clozapine; Solid-phase extraction; UHPLC-MS/MS
    DOI:  https://doi.org/10.1016/j.jchromb.2025.124763
  13. J Sep Sci. 2025 Aug;48(8): e70237
      Cefiderocol is an innovative siderophore cephalosporin against some of the most difficult-to-treat Gram-negative bacterial infections. As with other β-lactam antibiotics, therapeutic drug monitoring of cefiderocol in specific clinical scenarios could improve patient outcomes, minimize toxicity, and maximize treatment effectiveness. Thus, we aimed to develop and validate an ultra-high-performance liquid chromatography-tandem mass spectrometry procedure for measuring total and free cefiderocol concentrations in human plasma. Protein precipitation was used to extract patient samples. Equilibrium dialysis preceded sample preparation for measuring free cefiderocol concentrations. An Acquity-UPLC-BEH (2.1 mm × 100 mm id, 1.7 µm) column was selected for analyte separation, using 0.1% (v/v) formic acid in water and acetonitrile as mobile phases and working in a gradient containing. The cefiderocol and its internal standard ([2H8-cefiderocol) were detected by electrospray ionization mass spectrometry in positive and multiple reaction monitoring modes, using transitions of 752.2→285.3/468.2 and 760.2→293.3/468.2, respectively. Analysis time was 3.5 min per run. Precisions, absolute relative biases, normalized-matrix effect, and normalized recoveries were ≤13.9%, ≤14.2%, 95.7%-104.1%, and 95.9%-104.8%, respectively. Linearity was observed between 0.50 and 65.0 mg/L with linear regression coefficients greater than 0.9984. No significant interferences and carry-over were observed. The UHPLC-MS/MS procedures we present here could be suitable for clinical research purposes and hold promise for routine analysis. Their versatility would allow for application in the therapeutic drug monitoring of cefiderocol in subjects with difficult-to-treat Gram-negative bacterial infections to guide the treatment and adjust the daily dose of this new β-lactam antibiotic.
    Keywords:  UHPLC‐MS/MS; cefiderocol; free drug; rapid equilibrium dialysis; therapeutic drug monitoring; β‐lactam antibiotics
    DOI:  https://doi.org/10.1002/jssc.70237
  14. J Chromatogr A. 2025 Aug 05. pii: S0021-9673(25)00606-5. [Epub ahead of print]1760 466261
      Per- and polyfluoroalkyl substances (PFAS), a group of synthetic chemicals that have been produced for over fifty years, are of significant concern due to their widespread environmental distribution and potential risks to human health. The transition from legacy PFAS to emerging PFAS with shorter chains and unknown structures has further amplified existing challenges in their analysis. A variety of reliable and sensitive analytical methods is available to analyze these contaminants in various biological and environmental matrices. However, current research on PFAS lacks a unified standard for their determination and there is limited guidance on selecting appropriate methods to address specific analytical challenges. In this review, up-to-date analytical methods for PFAS detection based on chromatography and mass spectrometry in the recent literature are reviewed. The survey covers (i) a discussion of the advantages, limitations, and scope of application of various sample preparation methods for PFAS analysis, (ii) recent advances in chromatographic separation and mass spectrometry with respect to targeted and non-targeted analysis, and (iii) progress in the analysis of PFAS in complex sample matrices, including a wide range of environmental and biological samples. While liquid chromatography-mass spectrometry has been the mainstay technique in most of the studies covered, greater efforts are needed to develop newer methods to deal with not only the legacy compounds but also emerging ones. A wide range of biological and environmental matrices also needs to be identified and considered in future analytical and sample preparation developmental work.
    Keywords:  Chromatography; Mass spectrometry; Per- and polyfluoroalkyl substances; Sample preparation
    DOI:  https://doi.org/10.1016/j.chroma.2025.466261
  15. Diagnostics (Basel). 2025 Jul 25. pii: 1870. [Epub ahead of print]15(15):
      Background/Objectives: Oxylipins, a family of oxygenated natural products derived from polyunsaturated fatty acids (PUFAs), play crucial roles in various physiological processes. Evaluating their levels in vivo helps to reveal their roles in health and disease. Because of the numerous isomers of oxylipins, it is essential to develop efficient and precise analytical methods for their identification and quantification. The objective of this study is to establish a quantitative method for oxylipin analysis and its application to the assessment of oxylipins in children's plasma, with potential implications for diagnostic use in pediatric populations. Methods: A liquid chromatography-electrospray ionization-tandem mass spectrometry method was developed to quantify 64 oxylipins and four precursor PUFAs within 36 min. The limits of quantification ranged from 0.25 to 50 pg, with most analytes showing recoveries and matrix effects between 85 and 110% and between 90 and 110%, respectively. Intra- and inter-day precision values were within 15%. The established method was applied to plasma samples from children aged 9-12 years (boys = 181; girls = 161) in Hokkaido, Japan, to assess the relation between plasma oxylipin and PUFA levels and age, sex, and body mass index. Results: There was no significant correlation between oxylipin levels and age, sex, or body mass index. However, among the PUFAs, boys had higher eicosapentaenoic acid and arachidonic acid levels than those of girls, with a significant increase in eicosapentaenoic acid levels in the overweight group compared with those in the underweight group. Conclusions: We successfully developed a simple and highly selective method for the analysis of oxylipins in preadolescent children's plasma samples. Thus, this study provides a foundation for broader application of the developed method to different biological samples in future studies.
    Keywords:  children; liquid chromatography; mass spectrometry; oxylipins; plasma; polyunsaturated fatty acids
    DOI:  https://doi.org/10.3390/diagnostics15151870
  16. Bioanalysis. 2025 Aug 14. 1-9
      With the ongoing advancements in the field of ambient ionization for mass spectrometry, systems with a high-throughput capability on the order of 1 sample/second are readily available. This has led to the adoption of mass spectrometry for a wide variety of applications including those in the drug discovery process. Mass spectrometers have traditionally relied on pre-separation technologies such as high-pressure liquid chromatography for sample clean-up and isobaric separations, but such techniques are not high-throughput compatible. Differential mobility spectrometry is a high-speed atmospheric separation device with separations orthogonal to m/z that can be coupled with the high-throughput sample introduction devices such as acoustic ejection mass spectrometer to address this gap. In this article we highlight the significance of the recent reports on this topic and provide some insights into expanding the use of this technique for new applications. We believe this is a promising new development and will help propel the high-throughput mass spectrometry beyond isobaric interferences.
    Keywords:  High-throughput analysis; acoustic ejection mass spectrometry; differential mobility spectrometry; drugs of abuse; high throughput screening; isomer separation
    DOI:  https://doi.org/10.1080/17576180.2025.2546780
  17. PLoS One. 2025 ;20(8): e0324668
      A comprehensive understanding of drug metabolism is crucial for advancements in drug development. Automation has improved various stages of this process, from compound procurement to data analysis, but significant challenges persist in the metabolite identification (MetID) of macromolecules due to their size, structural complexity, and associated computational demands. This study introduces new algorithms for automated Liquid Chromatography-High-Resolution Mass Spectrometry (LC-HRMS) data analysis applicable to macromolecules. A novel peak detection approach based on the most abundant mass (MaM) is presented and systematically compared with the monoisotopic mass (MiM) approach, commonly used in small molecules MetID. Additionally, three structure visualization strategies, expanded (atom-level), non-expanded (monomer-level), and a hybrid mode, are evaluated for their impact on computation data processing time and interpretability, based on their distinct fragmentation strategies. The workflow was validated using six diverse datasets, comprising linear and cyclic peptides and oligonucleotides with both natural and unnatural monomers, covering a molecular weight range of 700-7630 Da. A total of 970 metabolites were identified under various experimental and ionization conditions. The MaM algorithm demonstrated higher scores and a greater number of matches, instilling greater confidence in the accurate prediction of metabolite structures, while the non-expanded visualization significantly reduced processing times (ranging from minutes to under an hour for most peptides). Furthermore, the visualization algorithm, which integrates monomer-level and atom/bond notation, enables clear localization of metabolic biotransformations. Compared to previous studies, the proposed workflow demonstrated reduced processing time, consistent detection of degradation products, and enhanced visualization capabilities, advancing automated MetID for macromolecules.
    DOI:  https://doi.org/10.1371/journal.pone.0324668
  18. IEEE Trans Comput Biol Bioinform. 2025 Jul-Aug;22(4):22(4): 1629-1640
      Web-based metabolomics databases store relative metabolite abundance datasets measured under different physiological conditions. However, their pathway-level analysis capabilities are mostly limited to superimposing the measurements onto the pathways of the measured metabolites. Besides, none of the existing metabolomics databases offer tools to store, manage, compare, and search metabolomics analysis results. In this paper, we present MetaboliticsDB, which features a database of metabolomics analyses and a set of associated analytics tools. It enables users to store and compare their metabolomics analysis results against others to study, for instance, the progression of a disease. Moreover, MetaboliticsDB implements a genome-scale metabolic network-based analysis tool (i.e., Metabolitics) that performs network-based flux analysis. Besides, MetaboliticsDB features an advanced querying interface offering flexible criteria, such as listing all analyses where a certain pathway experiences a major increase in activity, to help researchers identify conditions sharing a similar mechanism. Finally, MetaboliticsDB employs AI-based models to associate the studied metabolomics data with diseases. Currently, the database contains analysis results for 2,174 individuals and 40 diseases. We demonstrate MetaboliticsDB's usage with a case study on Hepatocellular Carcinoma. Our experimental evaluation shows that MetaboliticsDB provides biologically relevant metabolic network-level analysis results, disease association with high accuracy, and a scalable architecture.
    DOI:  https://doi.org/10.1109/TCBBIO.2025.3563807
  19. J Chromatogr A. 2025 Jul 18. pii: S0021-9673(25)00563-1. [Epub ahead of print]1760 466217
      The global replacement of Bisphenol A (BPA) with structurally similar yet understudied analogues demands precise biomonitoring tools to assess human exposure and health risks. To bridge critical gaps, we developed a novel ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) method for simultaneous quantification of 15 emerging BPA analogues including Bisphenol AF (BPAF), Bisphenol AP (BPAP), Bisphenol B (BPB), Bisphenol C (BPC), Bisphenol E (BPE), Bisphenol F (BPF), Bisphenol G (BPG), Bisphenol FL (BPFL), Bisphenol M (BPM), Bisphenol P (BPP), Bisphenol pH (BPPH), Bisphenol S (BPS), Bisphenol TMC (BPTMC), Bisphenol Z (BPZ), and Bisphenol A diglycidyl ether (BFDGE)-in human serum and urine matrices. The method achieved ultrahigh sensitivity with limits of detection (LODs) of 0.008-0.032 μg/L in urine and 0.010-0.030 μg/L in serum, high accuracy (recoveries: 84.58-113.53 %), and reproducibility (relative standard deviation (RSD) ≤14.7 %). Rigorous validation was conducted through uncertainty assessment and green chemistry metrics (GAC) evaluation. The following scores were obtained: Analytical GREEnness metric approach (AGREE):0.65, Analytical GREEnness Metric for Sample Preparation (AGREEprep):0.64, Modified Green analytical procedure index (MoGAPI) :72, Complex modified Green analytical procedure index (ComplexMoGAPI):73, RGB model: 74.2 %, Blue Applicability Grade Index (BAGI):60, Click Analytical Chemistry Index (CACI):69 and Carbon Footprint Reduction Index (CaFRI):71, respectively. These results confirm the method's reliability and environmental sustainability. Applied to 44 paired samples from Chinese children, the study revealed serum biomarkers (BPPH + BPTMC) as superior indicators of internal exposure compared to urinary metabolites, providing the first-reported paired biospecimen data for these analogues. Furthermore, dual-matrix biomonitoring (serum + urine) significantly improved cumulative exposure assessment accuracy. This work establishes a robust analytical framework for tracking emerging BPA substitutes, supporting evidence-based chemical regulation and advancing environmental health research.
    Keywords:  Biomonitoring; Bisphenols; Global exposure assessment; Paired samples; UPLC-MS/MS
    DOI:  https://doi.org/10.1016/j.chroma.2025.466217
  20. Plants (Basel). 2025 Jul 24. pii: 2284. [Epub ahead of print]14(15):
      The agro-industrial sector produces large amounts of by-products that have a high environmental impact, so it has become essential to recover food waste at all levels. This is because it often contains bioactive molecules that can be a valuable source of new products such as animal feed, biopolymers, or products for human use, (e.g., cosmetics and nutraceuticals) due to its antioxidant, antimicrobial, and anti-inflammatory properties. Advanced analytical methodologies such as liquid chromatography coupled to mass spectrometry (LC-MS) are crucial for the characterisation of bioactive chemicals in these waste materials. LC-MS enables both targeted and untargeted metabolomic approaches, facilitating the identification and quantification of a wide range of secondary metabolites, including polyphenols, flavonoids, alkaloids, and terpenoids. The choice of extraction methodology is essential for the precise identification and quantification of these metabolites. This study provides an overview of LC-MS as an effective tool for analysing complex extracts derived from plant waste, discussing both methodological aspects and typical bioactive metabolites identified, and offering examples of their potential applications in cosmeceutics.
    Keywords:  LC-MS analysis; bioactive compounds; cosmetic applications; metabolomics; plant waste
    DOI:  https://doi.org/10.3390/plants14152284
  21. Food Res Int. 2025 Oct;pii: S0963-9969(25)01248-7. [Epub ahead of print]218 116910
      Amylase/trypsin-inhibitors (ATIs) are known allergens and triggers of non-celiac wheat sensitivity. Until now, ATIs were only quantitated in wheat species. We developed and validated a targeted stable isotope dilution analysis LC-MS/MS method to quantitate ten barley-specific ATIs, including one monomeric and one dimeric amylase-inhibitor, four chloroform/methanol-soluble types, three subtilisin/chymotrypsin-inhibitors and one amylase/subtilisin-inhibitor. After successful validation in terms of precision, recovery and limits of detection and quantitation, the method was applied to 181 barley accessions from the Global EcoSeed panel, comprising 113 two-row and 68 six-row barleys of different genetic backgrounds. The overall ATI content was 1.1-5.2 mg/g, corresponding to 0.7-3.6 % of the total protein content with no clear distinction between two-row and six-row barleys. This study is the first to provide insights on the ATI content and composition of barley, which can be used to make low-ATI foods for special dietary needs.
    Keywords:  Allergen; LC-MS/MS; Non-celiac gluten sensitivity (NCGS); Non-celiac wheat sensitivity (NCWS); Stable isotope dilution analysis
    DOI:  https://doi.org/10.1016/j.foodres.2025.116910
  22. J Am Soc Mass Spectrom. 2025 Aug 12.
      High-resolution mass spectrometry (HRMS) is critical for the identification and characterization of (un)known organic chemicals. In this regard, ensuring high mass accuracy in HRMS instruments is essential for reliable results in nontarget and suspect screening. This study presents a practical approach for evaluating and maintaining mass accuracy over time using ultrahigh pressure liquid chromatography coupled with electrospray ionization Orbitrap HRMS. A set of 13 reference standards, encompassing a range of polarities and chemical families, was analyzed before and after sample analysis batches to assess the impact of various factors on the instrumental performance regarding mass accuracy. The aim is not to recalibrate the system but to provide a reliable snapshot of the mass accuracy over time. The study found that the positive ionization mode exhibited higher accuracy and precision compared with the negative mode. Factors affecting mass accuracy included calibration quality, the number of batch injections, and the time between calibrations, where the two latter factors were related to each other. Results suggest that performing system suitability tests for high-resolution accurate masses with two injections before and after sample analysis is adequate for ensuring acceptable mass spectrometric performance for robust and reliable HRMS data acquisition, but performing three injections is recommended. This protocol ensures that informed decisions can be made with regard to the mass accuracy, the calibration, and a potential recalibration before HRMS data acquisition is performed.
    Keywords:  Orbitrap; instrumental performance; nontarget screening; quality assurance; reproducibility; suspect screening
    DOI:  https://doi.org/10.1021/jasms.5c00128