Evidence map›Paper›PMID 41211508›Full record

ReviewJournal of mass spectrometry and advances in the clinical lab2025

Ambient ionization mass spectrometry in brain cancer diagnosis.

Mahdiyeh Shahi, R Graham Cooks

Abstract readReview
In one paragraph

Review in Journal of mass spectrometry and advances in the clinical lab, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Time to adjuvant treatment for newly diagnosed pediatric brain tumors in the molecular era: a single center retrospective study.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026
    Article
  2. Article
  3. Review
  4. 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

2 authors.

Mahdiyeh ShahiDepartment of Chemistry, Purdue University, West Lafayette, IN 47907, USA.
R Graham CooksDepartment of Chemistry, Purdue University, West Lafayette, IN 47907, USA.

Funding

High throughput infrastructure for reaction screening and bioassaysUH3TR004139 · NCATS · PURDUE UNIVERSITY · PI Robert Graham Cooks · 2024 to 2026
$4.1M
NCATS NIH HHS UH3 TR004139
6 · The paper itself

Abstract

Cancer is the second leading cause of death in the United States, and with ongoing population growth and aging, its annual incidence continues to rise. Glioma is a malignant tumor of the brain and central nervous system (CNS). Neurosurgical tumor resection is a critical component of glioma treatment, significantly affecting patient prognosis. However, due to the diffuse nature of gliomas, achieving gross total resection is challenging, and residual tumor cells often lead to recurrence and disease progression following surgery. Intraoperative cancer diagnosis using rapid and sensitive techniques, such as ambient ionization mass spectrometry (AIMS), can provide crucial molecular insights to guide surgical decision-making and potentially improve patient outcomes. AIMS techniques, including desorption electrospray ionization-mass spectrometry (DESI-MS), require minimal or no sample pretreatment, making them particularly advantageous for intraoperative applications where time efficiency is essential. Several AIMS methods have been investigated in brain cancer studies, either intraoperatively or offline, to analyze molecular alterations in cancerous tissues. Among these, DESI-MS is the most extensively reported AIMS technique in brain cancer research. This review focuses on the developments and applications of DESI-MS in both offline and intraoperative brain cancer diagnosis. Additionally, other AIMS methods employed in brain cancer research are discussed. The potential impact of AIMS techniques on glioma diagnosis is also explored. Abbreviations: 5-ALA, 5-Aminolevulinic Acid; 2HG, 2-Hydroxyglutaric Acid; AIMS, Ambient Ionization Mass Spectrometry; AI, Artificial Intelligence; Arg, Arginine; AUC, Area Under the Curve; BWH, Brigham and Women's Hospital; CBS-MS, Coated Blade Spray Mass Spectrometry; CL, Cardiolipins; CNS, Central Nervous System; CT, Computed Tomography; CUSA, Cavitron Ultrasonic Surgical Aspirator; CUSA/SSI-MS, Cavitron Ultrasonic Surgical Aspiration/Sonic Spray Ionization Mass Spectrometry; DESI, Desorption Electrospray Ionization; DSC, Direct Sampling Cartridge; e.e.%, Enantiomeric Excess %;ESI, Electrospray Ionization; Extraction-nESI, Extraction-Nanoelectrospray Ionization; FA, Fatty Acid; FAIMS, High-Field Asymmetric Ion Mobility Spectrometry; GABA, Higher Gamma-Aminobutyric Acid; GalCer, Galactoceramides; GBM, Glioblastoma; Glu, Glutamate; PC, Glycerophosphocholines; PI, Glycerophosphoinositols; PG, Glycerophosphoglycerols; PS, Glycerophosphoserines; H&E, Hematoxylin and Eosin; HLB, Hydrophilic-Lipophilic Balance; HRMS, High Resolution Mass Spectrometry; HT, High-Throughput; ICE, Inline Cartridge Extraction; IC, Ion Counts; IDH, Isocitrate Dehydrogenase; IDH-mut, IDH-Mutant; IDH-wt, IDH-Wildtype; iKnife, Intelligent Knife; LASSO, Least Absolute Shrinkage and Selection Operator; LC, Liquid Chromatography; LDA, Linear Discriminant Analysis; LIT, Linear Ion Trap; LMJ-SSP, Liquid Micro-Junction Surface Sampling Probe; MALDI, Matrix-Assisted Laser Desorption Ionization; MB, Medulloblastoma; ML, Machine Learning; MRI, Magnetic Resonance Imaging; MRM, Multiple Reaction Monitoring; MRS, Magnetic Resonance Spectroscopy; MS, Mass Spectrometry; MS/MS, Tandem Mass Spectrometry; MSI, Mass Spectrometry Imaging; NAA, N-Acetyl-Aspartic Acid; NF2, Neurofibromatosis Type 2; NSCLC, Non-Small Cell Lung Cancer; OCT, Optical Coherence Tomography; PCA, Principal Component Analysis; PCA-LDA, Principal Component Analysis/Linear Discriminant Analysis; PE, Plasmenylethanolamines; PESI-MS, Probe Electrospray Ionization Mass Spectrometry; PG, Phosphatidylglycerol; PI, Phosphatidylinositol; PIRL-MS, Picosecond Infrared Laser Mass Spectrometry; Plasmenyl-PE, Plasmenyl Glycerophosphoethanolamines; PLS-DA, Partial Least Squares-Discriminant Analysis; PLSR, Partial Least Squares Regression; PMMA, Polymethylmethacrylate; POC, Point-of-Care; PS, Phosphatidylserines; PTFE, Polytetrafluoroethylene; REIMS, Rapid Evaporative Ionization Mass Spectrometry; SIMS, Secondary Ion Mass Spectrometry; SM, Sphingomyelins; SPME, Solid-Phase Microextraction; SSI, Sonic Spray Ionization; ST, Sulfatides; SVM, Support Vector Machine; TCP, Tumor Cell Percentage; TQ, Triple Quadrupole; TS, Touch Spray.

Indexed as

BiomarkerDESI-MSGliomaIntraoperative analysisMolecular diagnostics

Identifiers

PMID41211508
PMCPMC12590441

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.