Evidence map›Paper›PMID 32341577›Full record

ArticleNature protocols2020

Cellular thermal shift assay for the identification of drug-target interactions in the Plasmodium falciparum proteome.

Jerzy Michal Dziekan, Grennady Wirjanata, Lingyun Dai, Ka Diam Go, Han Yu, Yan Ting Lim, Liyan Chen, Loo Chien Wang, Brenda Puspita, Nayana Prabhu and 3 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature protocols, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers.

0numbers the graph read from it
0cells of the map it votes in
67citing papers in PubMed
16.2field-weighted citation impact, top 1% of its field
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

67 citing papers in PubMed, 138 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. TheScience advances · 2026
    Article
  7. Article
  8. Methods for the Investigation of Protein-Ligands Interactions.Advances in experimental medicine and biology · 2026
    Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Bilirubin Targeting WNK1 to Alleviate NLRP3-Mediated Neuroinflammation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  14. Article
  15. Advances in Anthelmintic Target Identification.International journal of molecular sciences · 2025
    Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Covalent Modification of p53 by (ACS pharmacology & translational science · 2024
    Article

7 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

13 authors at 2 institutions in 3 countries.

Jerzy Michal Dziekan *School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0002-5277-0395
Grennady Wirjanata *School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6858-8547
Lingyun Dai *School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0001-9386-5967
Ka Diam GoSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0003-1782-2775
Han YuSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
Yan Ting LimInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Liyan ChenInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.ORCID http://orcid.org/0000-0002-5255-0296
Loo Chien WangInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Brenda PuspitaSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
Nayana PrabhuSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0002-2350-6552
Radoslaw M SobotaInstitute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore. rmsobota@imcb.a-star.edu.sg.ORCID http://orcid.org/0000-0002-2455-2526
Pär NordlundSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore. pnordlund@ntu.edu.sg.ORCID http://orcid.org/0000-0002-7794-702X
Zbynek BozdechSchool of Biological Sciences, Nanyang Technological University, Singapore, Singapore. zbozdech@ntu.edu.sg.ORCID http://orcid.org/0000-0002-9830-8446
Nanyang Technological University · SGAgency for Science, Technology and Research · SG

Funding

Ministry of Health -Singapore (MOH) NMRC/OFIRG/0040/2017MOH | National Medical Research Council (NMRC) NMRC/MOHIAFCAT2/004/2015
6 · The paper itself

Abstract

Despite decades of research, little is known about the cellular targets and the mode of action of the vast majority of antimalarial drugs. We recently demonstrated that the cellular thermal shift assay (CETSA) protocol in its two variants: the melt curve and the isothermal dose-response, represents a comprehensive strategy for the identification of antimalarial drug targets. CETSA enables proteome-wide target screening for unmodified antimalarial compounds with undetermined mechanisms of action, providing quantitative evidence about direct drug-protein interactions. The experimental workflow involves treatment of P. falciparum-infected erythrocytes with a compound of interest, heat exposure to denature proteins, soluble protein isolation, enzymatic digestion, peptide labeling with tandem mass tags, offline fractionation, and liquid chromatography-tandem mass spectrometry analysis. Methodological optimizations necessary for the analysis of this intracellular parasite are discussed, including enrichment of parasitized cells and hemoglobin depletion strategies to overcome high hemoglobin abundance in the host red blood cells. We outline an effective data processing workflow using the mineCETSA R package, which enables prioritization of drug-target candidates for follow-up studies. The entire protocol can be completed within 2 weeks.

Indexed as

AntimalarialsDrug DiscoveryErythrocytesHumansMalaria, FalciparumMolecular Targeted TherapyParasitic Sensitivity TestsPlasmodium falciparumProteomeProtozoan ProteinsAntimalarialsProteomeProtozoan Proteins

Identifiers

PMID32341577
OpenAlexW3017485443

What OpenQuestion holds

Textmetadata
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.