Evidence map›Paper›PMID 42877804›Full record

ReviewDrug design, development and therapy2026

Proteomics in Antitumor Drug Target Discovery, Toxicity, Resistance, and Precision Oncology.

Qian Zhong, Xiuli Wu, Emilia Wiechec, Yulu Yang, Mingwan Liao, Hongqing Zhou, Shiqing Gao, Yangqiu Li, Shuhong Luo, Ling Xu

Abstract readReview
In one paragraph

Review in Drug design, development and therapy, 2026. 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

10 authors.

Qian Zhong *State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Basic Research Center of Excellence for Natural Bioactive Molecules and Discovery of Innovative Drugs, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0009-0000-9273-1553
Xiuli Wu *State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Basic Research Center of Excellence for Natural Bioactive Molecules and Discovery of Innovative Drugs, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.
Emilia Wiechec *Division of Cell Biology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, 58183, Sweden.
Yulu YangInstitute of Hematology, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.
Mingwan LiaoInstitute of Hematology, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0009-0009-1921-7270
Hongqing ZhouInstitute of Hematology, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0009-0009-9600-6821
Shiqing GaoInstitute of Hematology, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0009-0005-8644-8117
Yangqiu LiState Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Basic Research Center of Excellence for Natural Bioactive Molecules and Discovery of Innovative Drugs, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0000-0002-0974-4036
Shuhong LuoRayBiotech Guangzhou Co. Ltd Guangzhou, Guangzhou, People's Republic of China.
Ling XuState Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Basic Research Center of Excellence for Natural Bioactive Molecules and Discovery of Innovative Drugs, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China.ORCID 0000-0002-7044-7663

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Proteomics, the comprehensive study of protein expression, localization, and modifications, has evolved from a fundamental research tool into a key complementary layer to genomics in antitumor drug development and precision oncology. This review highlights its multi-dimensional applications, including differential, chemical, and post-translational modification proteomics, for drug-target discovery and mechanism-of-action elucidation. It further discusses proteomics strategies, such as mass spectrometry-based quantitative approaches, protein microarray and single-cell proteomics, which enable the profiling of adverse drug reactions, the dissection of resistance mechanisms, and the advancement of precision oncology. To date, the translational maturity of these applications is uneven: proteomic biomarkers have entered prospective trials and informed molecular tumor board recommendations in selected Clinical Laboratory Improvement Amendments (CLIA) certified settings, whereas de novo proteomics-derived drug targets remain largely at the preclinical stage. By bridging basic research and clinical practice, proteomics provides a scientific framework that facilitates drug development and informs clinical translation.

Indexed as

Antineoplastic AgentsDrug DiscoveryNeoplasmsPrecision MedicineProteomicsAnimalsDrug Resistance, NeoplasmHumansAntineoplastic Agentsadverse drug reactionsdrug mechanisms of actiondrug resistance mechanismsdrug target discoveryprecision oncologyproteomics

Identifiers

PMID42877804
PMCPMC13665675

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.