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In the past decade, lipidomics, now recognized as standalone subdiscipline of metabolomics, has gained considerable attention. Due to its sensitivity and unparalleled versatility, mass spectrometry (MS) has emerged as the tool of choice for lipid identification and detection. Traditional MS-based lipidomics are performed on bulk cell samples. While informative, these bulk-scale cellular lipidome measurements mask cellular heterogeneity across seemingly homogeneous populations of cells. Unfortunately, single cell lipidomics methodology and analyses are considerably behind genomics, transcriptomics, and proteomics. Therefore, the cell-to-cell heterogeneity and related function remains largely unexplored for lipidomics. Herein, we review recent advances in MS-based single cell lipidomics. We also explore the root causes for the slow development of single-cell lipidomics techniques. We aim to provide insights on the pivotal knowledge gaps that have been neglected, prohibiting the propulsion of the single-cell lipidomics field forward, while also providing our perspective towards future methodologies that can pave a path forward.
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http://dx.doi.org/10.1016/j.trac.2023.117350 | DOI Listing |
J Neurooncol
September 2025
Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Purpose: NOTCH3 is increasingly implicated for its oncogenic role in many malignancies, including meningiomas. While prior work has linked NOTCH3 expression to higher-grade meningiomas and treatment resistance, the metabolic phenotype of NOTCH3 activation remains unexplored in meningioma.
Methods: We performed single-cell RNA sequencing on NOTCH3 + human meningioma cell lines.
Adv Sci (Weinh)
September 2025
Department of Urology, School of Medicine, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, 200080, China.
Despite the expanding clinical application of second-generation anti-androgens like enzalutamide (ENZ) in hormone-sensitive prostate cancer (HSPC), therapeutic resistance culminating in castration-resistant prostate cancer (CRPC) persists as an unresolved clinical crisis. Through comprehensive single-cell transcriptomic profiling of ENZ-naïve and ENZ-treated tumors, an expansion of ENZ-resistant myofibroblastic cancer-associated fibroblast (designated STEAP4 myoCAF) is identified that correlates with adverse clinical outcomes. Strikingly, STEAP4 myoCAF demonstrated intrinsic ENZ resistance through a mechanistically novel pathway involving transcription factor binding to IGHM enhancer 3 (TFE3)-mediated autophagy activation.
View Article and Find Full Text PDFG3 (Bethesda)
September 2025
Norwegian University of Life Sciences, 1433 Ås, Norway.
Fungi are pivotal in transitioning to a bio-based, circular economy due to their ability to transform organic material into valuable products such as organic acids, enzymes, and drugs. Mucor circinelloides is a model organism for studying lipogenesis and is particularly promising for its metabolic capabilities in producing oils like TAGs and carotenoids, influenced by environmental factors such as nutrient availability. Notably, strains VI04473 and FRR5020 have been identified for their potential in producing single-cell oils and carotenoids, respectively.
View Article and Find Full Text PDFTransl Oncol
September 2025
Department of Internal Medicine III, Hematology and Medical Oncology, University Hospital Regensburg, Regensburg, Germany. Electronic address:
Background: Clear cell renal cell carcinoma (ccRCC), the most common RCC subtype, both accumulates and depletes selected lipid species. However, the prognostic role of lipid metabolic reprogramming in ccRCC has not been studied in detail so far. In addition, ccRCC can show a dense immune infiltration.
View Article and Find Full Text PDFHepatol Commun
September 2025
Medical Research Center, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Background: Double-negative T (DNT) cells (CD3+CD4-CD8-NK1.1-) demonstrate immunoregulatory functions in maintaining hepatic immune homeostasis. This study investigates how energy metabolism impacts DNT cell survival and immunoregulatory functions, exploring potential therapeutic applications for autoimmune hepatitis.
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