Antibody-drug conjugates in precision oncology

Barbara Pistilli1, Raffaele Colombo2, Maria Fernanda Mosele3

  • 1Department of Medical Oncology, Gustave Roussy, Villejuif, France; IHU PRISM National PRecISion Medicine Center in Oncology, Gustave Roussy, Villejuif, France.

Cancer Cell
|June 8, 2026
PubMed

Insights

Antibody-drug conjugates (ADCs) show promise in oncology but face challenges. Optimizing patient selection and understanding tumor biology are key for advancing these targeted therapies.

Area of Science:

  • Oncology
  • Pharmacology
  • Biomarker Development

Background:

  • Antibody-drug conjugates (ADCs) are a rapidly expanding therapeutic class in oncology, achieving significant clinical successes.
  • Despite successes, ADC efficacy is limited to specific tumor types, with frequent clinical setbacks due to challenges in patient selection, biomarker standardization, chemical design, and preclinical model limitations.
  • Current ADC development often lacks validated biomarkers, with activity influenced by factors beyond target antigen expression, including tumor-intrinsic features and the tumor microenvironment.

Purpose of the Study:

  • To review the successes and setbacks of antibody-drug conjugates (ADCs) in oncology.
  • To link ADC performance to mechanisms of efficacy, resistance, and toxicity.
  • To discuss the role of biomarkers, ADC combinations, novel platforms, and curative strategies in precision oncology.

Main Methods:

  • Literature review synthesizing current evidence on ADC development and clinical outcomes.
  • Analysis of factors influencing ADC efficacy, resistance, and toxicity.
  • Discussion of emerging concepts in ADC therapy, including tumor ecosystem targeting and multidimensional determinants.

Main Results:

  • ADC activity is influenced by a complex interplay of factors, including tumor-intrinsic features and the tumor microenvironment, not solely target antigen expression.
  • Existing preclinical models have limited predictive value for ADC efficacy.
  • A shift in conceptualizing ADCs from strictly targeted agents to tumor-ecosystem-targeting therapies is supported by emerging evidence.

Conclusions:

  • Antibody-drug conjugates (ADCs) represent a promising but challenging therapeutic modality in oncology.
  • Future precision oncology frameworks must integrate advanced biomarkers, combination strategies, next-generation platforms, and curative-intent approaches to overcome current limitations.
  • Understanding ADCs as therapies targeting the broader tumor ecosystem is crucial for maximizing their clinical benefit.

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