Multi-omics dataset to decipher the complexity of drug resistance in diffuse large B-cell lymphoma

Luc-Matthieu Fornecker1,2,3,4, Leslie Muller5, Frédéric Bertrand6

  • 1Pôle d'Oncologie et d'Hématologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France. luc-matthieu.fornecker@chru-strasbourg.fr.

Scientific Reports
|January 31, 2019
PubMed

Insights

This study identifies new biomarkers for relapsed/refractory diffuse large B-cell lymphoma (DLBCL) by comparing multi-omics data from chemoresistant versus chemosensitive patients. Findings reveal potential targets in metabolism, microenvironment, and signaling pathways for improved DLBCL treatment strategies.

Area of Science:

  • Oncology
  • Genomics
  • Proteomics
  • Systems Biology

Background:

  • The prognosis for relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL) is poor.
  • Biological mechanisms of chemoresistance in DLBCL are not fully understood.
  • Genomic studies have advanced understanding, but therapeutic targets remain limited.

Purpose of the Study:

  • To identify novel biomarkers for early detection of R/R DLBCL.
  • To uncover new therapeutic targets for chemorefractory DLBCL.
  • To investigate biological mechanisms of chemoresistance using multi-omics.

Main Methods:

  • Conducted a large-scale, differential multi-omics investigation.
  • Combined label-free quantitative proteomics and targeted RNA sequencing on DLBCL patient samples.
  • Compared R/R DLBCL patients with chemosensitive DLBCL patients.

Main Results:

  • Identified 22 transcript/protein pairs with significantly different expression levels between R/R and chemosensitive DLBCL.
  • Found significant targets related to tumor metabolism (Hexokinase 3), microenvironment (IDO1, CXCL13), proliferation/migration (S100 proteins), and BCR signaling (CD79B).
  • Highlighted promising biomarker candidates and potential therapeutic targets for DLBCL chemorefractoriness.

Conclusions:

  • The study provides valuable insights into the molecular basis of DLBCL chemoresistance.
  • Identified novel biomarkers and therapeutic targets for R/R DLBCL.
  • Publicly available datasets offer a resource for future DLBCL research.

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