Evidence map›Paper›PMID 28471646›Full record

ArticleAnalytical chemistry2017

Metabolite Spectral Accuracy on Orbitraps.

Xiaoyang Su, Wenyun Lu, Joshua D Rabinowitz

Abstract read
In one paragraph

Article in Analytical chemistry, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 206 papers.

0numbers the graph read from it
0cells of the map it votes in
206citing 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

206 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Loss of TCA cycle turning promotes stem cell function.bioRxiv : the preprint server for biology · 2026
    Article
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  5. Mitochondrial depolarization stabilizes the vitamin BProceedings of the National Academy of Sciences of the United States of America · 2026
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  6. Article
  7. Article
  8. Digestion-resistant proteins support the healthy metabolite profiles associated with plant-based diets.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  9. Article
  10. Article
  11. Tracing NADCell reports · 2026
    Article
  12. Sustained loss ofbioRxiv : the preprint server for biology · 2026
    Article
  13. TruncatingbioRxiv : the preprint server for biology · 2026
    Article
  14. Article
  15. Metabolomics ofbioRxiv : the preprint server for biology · 2026
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

146 more citing papers are in PubMed but not listed here.

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.

Xiaoyang SuLewis Sigler Institute for Integrative Genomics and Department of Chemistry, Princeton University , Washington Road, Princeton, New Jersey 08544, United States.ORCID 0000-0001-8081-1396
Wenyun LuLewis Sigler Institute for Integrative Genomics and Department of Chemistry, Princeton University , Washington Road, Princeton, New Jersey 08544, United States.
Joshua D RabinowitzLewis Sigler Institute for Integrative Genomics and Department of Chemistry, Princeton University , Washington Road, Princeton, New Jersey 08544, United States.

Funding

VIRAL VECTOR COREP30DK019525 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI Patrick Seale · 1986 to 2026
$48.3M
Tumor cell metabolism in actionR01CA163591 · NCI · RUTGERS, THE STATE UNIV OF N.J. · PI JOSHUA D RABINOWITZ, Eileen P. White · 2012 to 2026
$7.0M
Revealing cancer metabolism via mass spectrometry and isotope tracersR50CA211437 · NCI · PRINCETON UNIVERSITY · PI Wenyun Lu · 2016 to 2026
$1.3M
NCI NIH HHS R01 CA163591NCI NIH HHS R50 CA211437NIDDK NIH HHS P30 DK019525
6 · The paper itself

Abstract

Orbitraps are high-resolution ion-trap mass spectrometers that are widely used in metabolomics. While the mass accuracy and resolving power of orbitraps have been extensively documented, their spectral accuracy, i.e., accuracy in measuring the abundances of isotopic peaks, remains less studied. In analyzing spectra of unlabeled metabolites, we discovered a systematic under representation of heavier natural isotopic species, especially for high molecular weight metabolites (∼20% under-measurement of [M + 1]/[M + 0] ratio at m/z 600). We hypothesize that these discrepancies arise for metabolites far from the lower limit of the mass scan range, due to the weaker containment in the C-trap that results in suboptimal trajectories inside the Orbitrap analyzer. Consistent with this, spectral fidelity was restored by dividing the mass scan range (initially 75 m/z to 1000 m/z) into two scan events, one for lower molecular weight and the other for higher molecular weight metabolites. Having thus obtained accurate mass spectra at high resolution, we found that natural isotope correction for high-resolution labeling data requires more sophisticated algorithms than typically employed: the correction algorithm must take into account whether isotopologues with the same nominal mass are resolved. We present an algorithm and associated open-source code, named AccuCor, for this purpose. Together, these improvements in instrument parameters and natural isotope correction enable more accurate measurement of metabolite labeling and thus metabolic flux.

Indexed as

AlgorithmsIsotope LabelingIsotopesMass SpectrometryMetabolomicsMolecular WeightIsotopes

Identifiers

PMID28471646
PMCPMC5748891

What OpenQuestion holds

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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.