TargetPair: A Single Cell-omics Resource of Clinical Trials-derived Therapeutical Target Combinations for Cancer

Kaicheng Zhou1, Xingxiu Li1, Yuan Yang1

  • 1School of Pharmaceutical Sciences, Shanghai Engineering Research Center of Immunotherapeutics, Fudan University, Shanghai 201203, China.

PubMed

Insights

Developing rational multi-target cancer therapies is crucial. The new TargetPair database systematically catalogs clinically relevant target pairs and their single-cell omics features, aiding in rational drug design for improved cancer treatment.

Area of Science:

  • Oncology
  • Bioinformatics
  • Computational Biology

Background:

  • The tumor microenvironment (TME) presents significant challenges for cancer therapy.
  • Multi-targeting strategies show clinical promise but often rely on empirical methods.
  • Rational design of target pairs (TPs) for multi-target therapy is a priority.

Purpose of the Study:

  • To address the lack of comprehensive data on clinically relevant cancer TPs and their single-cell characterization.
  • To establish a manually annotated database of TPs with associated omics features.
  • To facilitate the rational design of multi-target cancer therapies.

Main Methods:

  • Manual annotation of TPs from drug combinations and multi-targeting drugs with evaluated anti-tumor efficacy.
  • Calculation of single-cell omics features for TPs, including co-expression, distribution, and cell fractions.
  • Curating single-cell RNA sequencing (scRNA-seq) datasets from 55 publications.

Main Results:

  • The TargetPair database contains 60 approved, 1,580 clinical-stage, and 7,424 experimental-stage TPs.
  • TPs were annotated from 3,470 clinical trials and 1,396 publications.
  • Omics features were derived from 3,022,556 single cells across 13 cell types, 16 cancer types, and 588 patients.

Conclusions:

  • The TargetPair database provides a valuable resource for understanding TPs at the single-cell level.
  • This resource can aid in the rational design of novel multi-target cancer therapies.
  • The database is freely accessible online for research purposes.

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