Evidence mapPaperPMID 41930337Full record

ReviewMedComm2026

Antibody-Drug Conjugates in Oncology: Principles, Clinical Development, and Future Directions.

Bisheng Cheng, Lanqi Gong, Zongwei Wang, Peidan Peng, Kewei Xu, Hai Huang, Peng Wu

Abstract readReview
In one paragraph

Review in MedComm, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
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

7 authors.

Bisheng ChengDepartment of Urology Nanfang Hospital Southern Medical University Guangzhou China.
Lanqi GongDepartment of Clinical Oncology, Li Ka Shing Faculty of Medicine The University of Hong Kong Hong Kong, SAR China.
Zongwei WangDepartment of Surgery Division of Urology, Beth Israel Deaconess Medical Center Harvard Medical School Boston Massachusetts USA.
Peidan PengDepartment of Urology Nanfang Hospital Southern Medical University Guangzhou China.
Kewei XuDepartment of Urology Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University Guangzhou China.
Hai HuangDepartment of Urology Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University Guangzhou China.
Peng WuDepartment of Urology Nanfang Hospital Southern Medical University Guangzhou China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibody-drug conjugates (ADCs) have emerged as a major therapeutic modality in oncology, enabling the targeted delivery of highly potent cytotoxic agents while expanding the therapeutic window in solid tumors. Recent clinical successes across breast, lung, and genitourinary cancers have highlighted that ADC efficacy is governed not only by target expression, but also by the integrated optimization of antibody engineering, linker chemistry, payload selection, and tumor-specific biology. In this review, we summarize the fundamental principles underpinning ADC design, including antibody format and Fc engineering, linker stability, payload classes, drug-to-antibody ratio optimization, and the bystander effect. We then discuss tumor antigen biology and target landscapes across solid tumors, with particular emphasis on how antigen density, heterogeneity, internalization kinetics, and intracellular trafficking shape clinical activity. Uro-oncological malignancies-especially urothelial carcinoma-are presented as a clinically advanced and instructive paradigm for ADC development. Experience from these tumors illustrates both the opportunities and limitations of ADC therapy, including mechanisms of response and resistance, biomarker-driven patient selection, rational combination strategies, and safety management in real-world practice. Finally, we provide a forward-looking perspective on next-generation ADC development, highlighting emerging conjugation technologies, bispecific and conditionally activated ADCs, strategies to overcome resistance, and evolving clinical trial designs. By integrating engineering principles with tumor biology and clinical execution, this review aims to offer a translational framework to guide the future development and implementation of ADCs across oncology.

Indexed as

antibody–drug conjugatesdrug resistancetherapeutic indextumor microenvironment

Identifiers

PMID41930337
PMCPMC13042895

What Socratic holds

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LicenceCC BY
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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 Socratic graph.