Berberine chloride suppresses pancreatic adenocarcinoma proliferation and growth by targeting inflammation-related genes: an in silico analysis with in vitro and vivo validation

Cancer Chemother Pharmacol. 2024 Aug;94(2):169-181. doi: 10.1007/s00280-024-04663-7. Epub 2024 Mar 19.

Abstract

Purpose: Targeting inflammatory crosstalk between tumors and their microenvironment has emerged as a crucial method for suppressing pancreatic adenocarcinoma (PAAD) progression. Berberine (BBR) is a natural pentacyclic isoquinoline alkaloid known for its anti-inflammatory and antitumor pharmacological effects; however, the mechanism underlying PAAD suppression remains unclear. We aim to investigate the effects of BBR on PAAD progression and their underlying mechanisms.

Methods: The prognostic value of inflammation-related genes in PAAD was assessed using bioinformatics analyses, then the pharmacological effects and potential mechanisms of BBR on PAAD will be investigated in silico, in vitro, and in vivo.

Results: Fifty-eight prognostic inflammation-related genes were identified in PAAD, which were shown to have good sensitivity and specificity using a novel inflammation-related gene risk-prognosis prediction model. Among these, four candidate genes (CAPS3, PTGS2, ICAM1, and CXCR4) were predicted as targets of BBR in PAAD in silico. Molecular docking simulations showed that the four key targets docked well with BBR. Further BBR treatment suppressed cell proliferation, colony formation, and induced cell cycle arrest in vitro. Moreover, BBR exhibited a significant tumor-suppressive effect in murine subcutaneous xenografts without macroscopic hepatic and renal toxicities. In addition, BBR downregulated CAPS3, PTGS2, ICAM1, and CXCR4 protein expression.

Conclusion: This study not only elucidated the prognostic value of inflammation-related genes in PAAD but also demonstrated the potential of BBR to inhibit PAAD by targeting these genes.

Keywords: Molecular mechanism; Network pharmacology; Tumor microenvironment; Tumor suppression.

MeSH terms

  • Adenocarcinoma* / drug therapy
  • Adenocarcinoma* / genetics
  • Adenocarcinoma* / pathology
  • Animals
  • Berberine* / pharmacology
  • Cell Line, Tumor
  • Cell Proliferation* / drug effects
  • Computer Simulation
  • Gene Expression Regulation, Neoplastic / drug effects
  • Humans
  • Inflammation / drug therapy
  • Inflammation / genetics
  • Mice
  • Mice, Inbred BALB C
  • Mice, Nude
  • Molecular Docking Simulation*
  • Nerve Tissue Proteins / genetics
  • Pancreatic Neoplasms* / drug therapy
  • Pancreatic Neoplasms* / genetics
  • Pancreatic Neoplasms* / pathology
  • Prognosis
  • Receptors, CXCR4 / genetics
  • Xenograft Model Antitumor Assays

Substances

  • Berberine
  • Receptors, CXCR4
  • CXCR4 protein, human
  • Nerve Tissue Proteins