Evidence map›Paper›PMID 38715865›Full record

ArticleAnalytical science advances2021

Pharmaco-metabolomics opportunities in drug development and clinical research.

Prasad Phapale

Abstract read
In one paragraph

Article in Analytical science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Review
  2. Review
  3. Drug response in the era of precision medicine: A methodological review.Computational and structural biotechnology journal · 2025
    Review
  4. Article
  5. Untargeted metabolomics reveals the impact of Liraglutide treatment on metabolome profiling and metabolic pathways in type-2 diabetes mellitus.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2024
    Article
  6. Review
  7. Article
  8. Review
  9. Review
  10. Frontiers in pharmacology · 2022
    Article
  11. Article
  12. Editorial for special issue: Metabolomics in India.Analytical science advances · 2021
    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

1 author.

Prasad PhapaleEuropean Molecular Biology Lab Metabolomics Core Facility Heidelberg Germany.ORCID https://orcid.org/0000-0002-9487-597X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pharmaco-metabolomics uses metabolic phenotypes for the prediction of inter-individual variations in drug response and helps in understanding the mechanisms of drug action. The field has made significant progress over the last 14 years with numerous studies providing clinical evidence for personalised medicine. However, discovered pharmaco-metabolomic biomarkers are not yet translated into clinics due to a lack of large-scale validation. Integration of targeted and untargeted metabolomics workflows into pharmacokinetic analysis and drug development can advance the field from bench to bedside. Also, Indian pharmaceutical research and its bioanalytical infrastructure are in a position to take on these opportunities by addressing challenges such as appropriate training and regulatory compliance.

Indexed as

clinical researchdrug developmentdrug responsehigh‐resolution mass spectrometryIndian PharmaLC–MS/MSmetabolomicspersonalised medicinepharmacokineticsPharmaco‐metabolomicstriple quadrupole mass spectrometry

Identifiers

PMID38715865
PMCPMC10989535

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.