Evidence map›Paper›PMID 40323376›Full record

ArticleAnalytical and bioanalytical chemistry2025

Evaluating inkjet dispenser/liquid vortex capture-mass spectrometry for single-cell metabolomics in Hep G2 steatosis caused by tamoxifen.

Stephen C Zambrzycki, Vilmos Kertesz, John F Cahill

Abstract read
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In one paragraph

Article in Analytical and bioanalytical chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

3 authors.

Stephen C ZambrzyckiBioanalytical Mass Spectrometry Group, Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN, 37831 - 6131, USA.ORCID http://orcid.org/0000-0002-8302-7350
Vilmos KerteszBioanalytical Mass Spectrometry Group, Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN, 37831 - 6131, USA.ORCID http://orcid.org/0000-0003-0186-5797
John F CahillBioanalytical Mass Spectrometry Group, Biosciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN, 37831 - 6131, USA. cahilljf@ornl.gov.ORCID http://orcid.org/0000-0002-9866-4010

Funding

Development of Single Cell Printing-Liquid Vortex Capture-Mass Spectrometry for the Metabolic Profiling of Single CellsR01GM144421 · NIGMS · UT-BATTELLE, LLC-OAK RIDGE NATIONAL LAB · PI CAHILL, JOHN F · 2022 to 2024
$1.1M
NIGMS NIH HHS R01 GM144421NIGMS NIH HHS R01GM144421Oak Ridge National Laboratory Technology Innovation Program
6 · The paper itself

Abstract

Single-cell mass spectrometry (MS) is advancing our understanding of metabolic pathways in heterogeneous cell populations; however, many techniques are slow or require disruptive sample preparations. This study evaluated coupling a modified HP D100 single-cell inkjet dispenser with liquid vortex capture-mass spectrometry (D100/LVC-MS). The D100 is a single-cell inkjet dispenser capable of titrating solutions and isolating single cells via disposable cassettes equipped with microfluidic channels and an impedance sensor. The LVC-MS enables high-throughput capture, lysis, and ionization of analytes for mass spectrometric analysis. The D100/LVC-MS system was characterized through titration and single-cell experiments. Propranolol titration demonstrated linearity across a broad concentration range using the D100/LVC-MS system. Additionally, Hep G2 hepatocarcinoma cells and Chlamydomonas reinhardtii algae were used to showcase the D100's high-throughput or low-buffer-volume single-cell dispensing strategies. The D100/LVC-MS system's performance was validated by evaluating tamoxifen-induced steatosis in Hep G2 cells. Tamoxifen, associated with nonalcoholic fatty liver disease in breast cancer patients following long-term use, was tested in Hep G2 cells at 20 µM for 72 h against DMSO-treated controls. High-throughput analysis of 500 cells per condition, completed in 25 min per run, demonstrated the system's efficiency. The D100/LVC-MS system simultaneously quantified tamoxifen and measured triglycerides and phosphatidylcholines. Triglycerides were upregulated in the tamoxifen-treated cells and the results indicated two distinct cell populations, differing in tamoxifen and phosphatidylcholines levels, suggesting heterogeneity within the treated population. These findings highlight the D100/LVC-MS system as a cost-effective, high-throughput platform for single-cell metabolomics and lipidomics, with significant potential for evaluating metabolic alterations.

Indexed as

Fatty LiverMass SpectrometryMetabolomicsSingle-Cell AnalysisTamoxifenAntineoplastic Agents, HormonalChlamydomonas reinhardtiiHep G2 CellsHumansAntineoplastic Agents, HormonalTamoxifenDrug induced metabolic alterationsHigh throughputMass spectrometryMicrofluidicsSingle-cell analysis

Identifiers

PMID40323376

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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 OpenQuestion graph.