Related Experiment Video
Updated: May 30, 2026

Genetic Profiling and Genome-Scale Dropout Screening to Identify Therapeutic Targets in Mouse Models of Malignant Peripheral Nerve Sheath Tumor
Published on: August 25, 2023
Gene network inference and biochemical assessment delineates GPCR pathways and CREB targets in small intestinal
Ignat Drozdov1, Bernhard Svejda, Bjorn I Gustafsson
1Cardiovascular Division, King's College London BHF Centre of Research Excellence, London, United Kingdom.
Abstract:
Small intestinal (SI) neuroendocrine tumors (NET) are increasing in incidence, however little is known about their biology. High throughput techniques such as inference of gene regulatory networks from microarray experiments can objectively define signaling machinery in this disease. Genome-wide co-expression analysis was used to infer gene relevance network in SI-NETs. The network was confirmed to be non-random, scale-free, and highly modular. Functional analysis of gene co-expression modules revealed processes including 'Nervous system development', 'Immune response', and 'Cell-cycle'. Importantly, gene network topology and differential expression analysis identified over-expression of the GPCR signaling regulators, the cAMP synthetase, ADCY2, and the protein kinase A, PRKAR1A. Seven CREB response element (CRE) transcripts associated with proliferation and secretion: BEX1, BICD1, CHGB, CPE, GABRB3, SCG2 and SCG3 as well as ADCY2 and PRKAR1A were measured in an independent SI dataset (n = 10 NETs; n = 8 normal preparations). All were up-regulated (p<0.035) with the exception of SCG3 which was not differently expressed. Forskolin (a direct cAMP activator, 10(-5) M) significantly stimulated transcription of pCREB and 3/7 CREB targets, isoproterenol (a selective ß-adrenergic receptor agonist and cAMP activator, 10(-5) M) stimulated pCREB and 4/7 targets while BIM-53061 (a dopamine D(2) and Serotonin [5-HT(2)] receptor agonist, 10(-6) M) stimulated 100% of targets as well as pCREB; CRE transcription correlated with the levels of cAMP accumulation and PKA activity; BIM-53061 stimulated the highest levels of cAMP and PKA (2.8-fold and 2.5-fold vs. 1.8-2-fold for isoproterenol and forskolin). Gene network inference and graph topology analysis in SI NETs suggests that SI NETs express neural GPCRs that activate different CRE targets associated with proliferation and secretion. In vitro studies, in a model NET cell system, confirmed that transcriptional effects are signaled through the cAMP/PKA/pCREB signaling pathway and that a SI NET cell line was most sensitive to a D(2) and 5-HT(2) receptor agonist BIM-53061.
Insights
Small intestinal neuroendocrine tumors (SI-NETs) show increased expression of GPCR signaling regulators ADCY2 and PRKAR1A. These regulators activate CREB targets involved in proliferation and secretion via the cAMP/PKA/pCREB pathway.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Small intestinal neuroendocrine tumors (SI-NETs) are rising in incidence, yet their underlying biology remains poorly understood.
- High-throughput techniques like gene regulatory network inference offer objective insights into SI-NET signaling pathways.
Purpose of the Study:
- To infer the gene regulatory network in SI-NETs using genome-wide co-expression analysis.
- To identify key signaling molecules and pathways involved in SI-NET proliferation and secretion.
Main Methods:
- Genome-wide co-expression analysis to infer gene relevance networks in SI-NETs.
- Functional analysis of gene co-expression modules and differential expression analysis.
- In vitro studies using a NET cell model to investigate signaling pathway activation.
Main Results:
- The SI-NET gene network was non-random, scale-free, and modular, with key processes including 'Nervous system development' and 'Immune response'.
- Over-expression of GPCR signaling regulators ADCY2 and PRKAR1A was identified, along with seven CREB response element (CRE) transcripts associated with proliferation and secretion.
- In vitro experiments confirmed that the cAMP/PKA/pCREB pathway mediates transcriptional effects, with a SI-NET cell line showing high sensitivity to the D(2) and 5-HT(2) receptor agonist BIM-53061.
Conclusions:
- Gene network analysis suggests SI-NETs express neural GPCRs that activate CRE targets linked to proliferation and secretion.
- The cAMP/PKA/pCREB signaling pathway is crucial for transcriptional regulation in SI-NETs.
- Targeting specific GPCRs, such as with BIM-53061, may offer therapeutic potential for SI-NETs.
Related Concept Videos
Protein Networks
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
G Protein-coupled Receptors
GPCRs are also called heptahelical, 7TM, or serpentine receptors, and consist of seven (H1-H7) transmembrane alpha-helices that span the bilayer to form a cylindrical core. The transmembrane helices are connected by three extracellular loops and three...