Norm-SVR for the Enhancement of Single-Cell Metabolomic Stability in ToF-SIMS.

Mingru Liu, Hongzhe Ma, Xiang Fang, Yanhua Chen, Zhaoying Wang, Xiaoxiao Ma

Abstract read

In one paragraph

Article in Metabolites, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Mingru LiuKey Laboratory of Mass Spectrometry Imaging and Metabolomics , State Ethnic Affairs Commission, Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China.

Hongzhe MaKey Laboratory of Mass Spectrometry Imaging and Metabolomics , State Ethnic Affairs Commission, Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China.

Xiang FangKey Laboratory of Mass Spectrometry Imaging and Metabolomics , State Ethnic Affairs Commission, Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China.

Yanhua ChenKey Laboratory of Mass Spectrometry Imaging and Metabolomics , State Ethnic Affairs Commission, Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China.ORCID 0000-0001-8830-3943

Zhaoying WangKey Laboratory of Mass Spectrometry Imaging and Metabolomics , State Ethnic Affairs Commission, Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China.ORCID 0000-0002-1620-3385

Xiaoxiao MaDepartment of Precision Instrument, Tsinghua University, Beijing 100084, China.ORCID 0000-0003-1205-6485

Funding

National Key Research and Development 2022YFC3401900National Natural Science Foundation of China 22104160

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

batch effectdata normalizationsingle-cell metabolomicsToF-SIMS

Identifiers

PMID41590644

DOI10.3390/metabo16010036

PMCPMC12844169

What OpenQuestion holds

Textmetadata

LicenceCC BY

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 OpenQuestion graph.