Integrated Transcriptome and Metabolomic Analysis Reveal Anti-Angiogenic Properties of Disarib, a Novel Bcl2-Specific Inhibitor

Genes (Basel). 2022 Jul 6;13(7):1208. doi: 10.3390/genes13071208.

Abstract

Transcriptomic profiling of several drugs in cancer cell lines has been utilised to obtain drug-specific signatures and guided combination therapy to combat drug resistance and toxicity. Global metabolomics reflects changes due to altered activity of enzymes, environmental factors, etc. Integrating transcriptomics and metabolomics can provide genotype-phenotype correlation, providing meaningful insights into alterations in gene expression and its outcome to understand differential metabolism and guide therapy. This study uses a multi-omics approach to understand the global gene expression and metabolite changes induced by Disarib, a novel Bcl2-specific inhibitor in the Ehrlich adenocarcinoma (EAC) breast cancer mouse model. RNAseq analysis was performed on EAC mouse tumours treated with Disarib and compared to the controls. The expression of 6 oncogenes and 101 tumour suppressor genes interacting with Bcl2 and Bak were modulated upon Disarib treatment. Cancer hallmark pathways like DNA repair, Cell cycle, angiogenesis, and mitochondrial metabolism were downregulated, and programmed cell death platelet-related pathways were upregulated. Global metabolomic profiling using LC-MS revealed that Oncometabolites like carnitine, oleic acid, glycine, and arginine were elevated in tumour mice compared to normal and were downregulated upon Disarib treatment. Integrated transcriptomic and metabolomic profiles identified arginine metabolism, histidine, and purine metabolism to be altered upon Disarib treatment. Pro-angiogenic metabolites, arginine, palmitic acid, oleic acid, and myristoleic acid were downregulated in Disarib-treated mice. We further validated the effect of Disarib on angiogenesis by qRT-PCR analysis of genes in the VEGF pathway. Disarib treatment led to the downregulation of pro-angiogenic markers. Furthermore, the chorioallantoic membrane assay displayed a reduction in the formation of the number of secondary blood vessels upon Disarib treatment. Disarib reduces tumours by reducing oncometabolite and activating apoptosis and downregulating angiogenesis.

Keywords: Bcl2 inhibitors; LC-MS; angiogenesis; gene expression; metabolomics; oncometabolite; transcriptomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Antineoplastic Agents* / pharmacology
  • Arginine
  • Indoles
  • Mice
  • Neoplasms*
  • Neovascularization, Pathologic / drug therapy
  • Neovascularization, Pathologic / genetics
  • Oleic Acid
  • Thiadiazoles
  • Transcriptome

Substances

  • Antineoplastic Agents
  • Indoles
  • Thiadiazoles
  • disarib
  • Oleic Acid
  • Arginine

Grants and funding

Financial support was provided by The Department of Science and Technology Fund for Improvement of S&T Infrastructure in Higher Educational Institutions (grant no. SR/FST/LSI-5361/2012), The Department of Biotechnology, India, Glue grant (BTIPR23078/MED/29/1253/2017), and The Departments Information Technology, Biotechnology and Science and Technology, Government of Karnataka, India. MM is supported by The Senior Research Fellowship from the Department of Science and Technology-Innovation in Science Pursuit for Inspired Research, India (DST/INSPIRE Fellowship/2016/IF160535).