Metabolic phenotypes in pancreatic cancer

PLoS One. 2015 Feb 26;10(2):e0115153. doi: 10.1371/journal.pone.0115153. eCollection 2015.

Abstract

Introduction: The aim of present study was to profile the glucose-dependent and glutamine- dependent metabolism in pancreatic cancer.

Methods: We performed Immunohistochemical staining of GLUT1, CAIX, BNIP3, p62, LC3, GLUD1, and GOT1. Based on the expression of metabolism-related proteins, the metabolic phenotypes of tumors were classified into two categories, including glucose- and glutamine-dependent metabolism. There were Warburg type, reverse Warburg type, mixed type, and null type in glucose-dependent metabolism, and canonical type, non-canonical type, mixed type, null type in glutamine-dependent metabolism.

Results: Longer overall survival was associated with high expression of BNIP3 in tumor (p = 0.010). Shorter overall survival was associated with high expression of GLUT1 in tumor (P = 0.002) and GOT1 in tumor (p = 0.030). Warburg type of glucose-dependent metabolism had a highest percentage of tumors with nerve infiltration (P = 0.0003), UICC stage (P = 0.0004), and activated autophagic status in tumor (P = 0.0167). Mixed type of glucose-dependent metabolism comprised the highest percentage of tumors with positive marginal status (P<0.0001), lymphatic invasion (P<0.0001), and activated autophagic status in stroma (P = 0.0002). Mixed type and Warburg type had a significant association with shorter overall survival (P = 0.018). Non-canonical type and mixed type of glutamine-dependent metabolism comprised the highest percentage of tumors with vascular invasion (p = 0.0073), highest percentage of activated autophagy in tumors (P = 0.0034). Moreover, these two types of glutamine-dependent metabolism were significantly associated with shorter overall survival (P<0.001). Further analysis suggested that most of tumors were dependent on both glucose- and glutamine-dependent metabolism. After dividing the tumors according to the number of metabolism, we found that the increasing numbers of metabolism subtypes inversely associated with survival outcome.

Conclusion: Warburg type, non-canonical type and mixed types of glucose- and glutamine-dependent metabolism comprised of more metabolically active, biologically aggressive and poor prognostic tumors. Moreover, the increasing subtypes and categories of the metabolism in each tumor significantly associated with poor prognosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Antigens, Neoplasm / genetics
  • Antigens, Neoplasm / metabolism
  • Apoptosis Regulatory Proteins / genetics
  • Apoptosis Regulatory Proteins / metabolism
  • Beclin-1
  • Carbonic Anhydrase IX
  • Carbonic Anhydrases / genetics
  • Carbonic Anhydrases / metabolism
  • Female
  • Glucose / metabolism*
  • Glucose Transporter Type 1 / genetics
  • Glucose Transporter Type 1 / metabolism
  • Glutamate Dehydrogenase / genetics
  • Glutamate Dehydrogenase / metabolism
  • Glutamine / metabolism*
  • Humans
  • Immunohistochemistry
  • Lymphatic Metastasis
  • Male
  • Membrane Proteins / genetics
  • Membrane Proteins / metabolism
  • Microtubule-Associated Proteins / genetics
  • Microtubule-Associated Proteins / metabolism
  • Middle Aged
  • Pancreatic Neoplasms / metabolism
  • Pancreatic Neoplasms / mortality
  • Pancreatic Neoplasms / pathology*
  • Phenotype
  • Prognosis
  • Proportional Hazards Models
  • Proto-Oncogene Proteins / genetics
  • Proto-Oncogene Proteins / metabolism
  • RNA-Binding Proteins / genetics
  • RNA-Binding Proteins / metabolism
  • Survival Analysis

Substances

  • Antigens, Neoplasm
  • Apoptosis Regulatory Proteins
  • BECN1 protein, human
  • BNIP3 protein, human
  • Beclin-1
  • Glucose Transporter Type 1
  • MAP1LC3A protein, human
  • Membrane Proteins
  • Microtubule-Associated Proteins
  • P62 protein, human
  • Proto-Oncogene Proteins
  • RNA-Binding Proteins
  • Glutamine
  • Glutamate Dehydrogenase
  • GLUD1 protein, human
  • CA9 protein, human
  • Carbonic Anhydrase IX
  • Carbonic Anhydrases
  • Glucose

Grants and funding

This work was supported by National Natural Scientific Foundation of China (no. 81000917 and no. 81370059). The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.