Application of T cell-based transcriptomics to identify three candidate biomarkers for monitoring anti-TGFβR therapy

Objectives The development of targeted drugs would greatly benefit from the simultaneous identification of biomarkers to determine the aspects of bioactivity, drug safety and efficacy, particularly when affecting receptor-signaling pathways. However, the establishment of appropriate systems to monitor drug-induced events requires an accessible surrogate tissue for functional read out. Methods Therefore we present a universal platform based upon T cell-based gene expression profiling for the identification of biomarkers using the antitransforming growth factor β receptor inhibitor LY2109761 as an example. Results Our initial screen revealed 12 candidate genes specifically regulated in T cells by the inhibitor. In subsequent in-vitro and in-vivo analyses, the combined monitoring of independent gene regulation of three genes was established in peripheral blood mononuclear cells as novel pharmacodynamic candidate biomarkers for antitransforming growth factor β receptor based therapies. Conclusion Overall, the proposed concept of biomarker identification can be easily adapted towards other drug candidates for whom gene regulation can be established in cellular components of peripheral blood.

[1]  Iñaki F Trocóniz,et al.  Semi-mechanistic modelling of the tumour growth inhibitory effects of LY2157299, a new type I receptor TGF-beta kinase antagonist, in mice. , 2008, European journal of cancer.

[2]  C. Arteaga Inhibition of TGFβ signaling in cancer therapy , 2006 .

[3]  H. Lane,et al.  Identifying optimal biologic doses of everolimus (RAD001) in patients with cancer based on the modeling of preclinical and clinical pharmacokinetic and pharmacodynamic data. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[4]  E. Eisenhauer,et al.  Phase I and II trials of novel anti-cancer agents: endpoints, efficacy and existentialism. The Michel Clavel Lecture, held at the 10th NCI-EORTC Conference on New Drugs in Cancer Therapy, Amsterdam, 16-19 June 1998. , 1998, Annals of oncology : official journal of the European Society for Medical Oncology.

[5]  Yihong Yao,et al.  Development of Potential Pharmacodynamic and Diagnostic Markers for Anti-IFN-α Monoclonal Antibody Trials in Systemic Lupus Erythematosus , 2009, Human genomics and proteomics : HGP.

[6]  Gerard C Blobe,et al.  Role of transforming growth factor Beta in human cancer. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[7]  J. Schultze,et al.  Blood-based transcriptomics: leukemias and beyond , 2009, Expert review of molecular diagnostics.

[8]  J. Banchereau,et al.  Gene expression patterns in blood leukocytes discriminate patients with acute infections. , 2007, Blood.

[9]  Roland Eils,et al.  Human Resting CD4+ T Cells Are Constitutively Inhibited by TGFβ under Steady-State Conditions12 , 2007, The Journal of Immunology.

[10]  L. Wakefield,et al.  TGF-beta signaling: positive and negative effects on tumorigenesis. , 2002, Current opinion in genetics & development.

[11]  C. June,et al.  SHP-1 and SHP-2 Associate with Immunoreceptor Tyrosine-Based Switch Motif of Programmed Death 1 upon Primary Human T Cell Stimulation, but Only Receptor Ligation Prevents T Cell Activation1 , 2004, The Journal of Immunology.

[12]  Virginia Pascual,et al.  A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus. , 2008, Immunity.

[13]  L. Wakefield,et al.  Lifetime exposure to a soluble TGF-beta antagonist protects mice against metastasis without adverse side effects. , 2002, The Journal of clinical investigation.

[14]  N. Olsen,et al.  Highly conserved gene expression profiles in humans with allergic rhinitis altered by immunotherapy , 2005, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[15]  R. Eils,et al.  A highly standardized, robust, and cost-effective method for genome-wide transcriptome analysis of peripheral blood applicable to large-scale clinical trials. , 2006, Genomics.

[16]  J. Massagué,et al.  TGFbeta signaling in growth control, cancer, and heritable disorders. , 2000, Cell.

[17]  K. Reid,et al.  Therapeutic effect of surfactant protein D in allergic inflammation of mite‐sensitized mice , 2005, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[18]  G. Parmigiani,et al.  Identification of a Gene Expression Profile That Differentiates Between Ischemic and Nonischemic Cardiomyopathy , 2004, Circulation.

[19]  H. Lane,et al.  Antitumor Efficacy of Intermittent Treatment Schedules with the Rapamycin Derivative RAD001 Correlates with Prolonged Inactivation of Ribosomal Protein S6 Kinase 1 in Peripheral Blood Mononuclear Cells , 2004, Cancer Research.

[20]  G. Proetzel,et al.  Targeted disruption of the mouse transforming growth factor-β1 gene results in multifocal inflammatory disease , 1992, Nature.

[21]  J. Lutterbaugh,et al.  PMEPA1, a transforming growth factor-beta-induced marker of terminal colonocyte differentiation whose expression is maintained in primary and metastatic colon cancer. , 2003, Cancer research.

[22]  M. Weller,et al.  SD-208, a Novel Transforming Growth Factor β Receptor I Kinase Inhibitor, Inhibits Growth and Invasiveness and Enhances Immunogenicity of Murine and Human Glioma Cells In vitro and In vivo , 2004, Cancer Research.

[23]  N. Olsen,et al.  A gene expression signature for recent onset rheumatoid arthritis in peripheral blood mononuclear cells , 2004, Annals of the rheumatic diseases.

[24]  A. Balmain,et al.  TGF-beta signaling in tumor suppression and cancer progression. , 2001, Nature genetics.

[25]  J. Baselga,et al.  First human dose escalation study in patients with metastatic malignancies to determine safety and pharmacokinetics of LY2157299, a small molecule inhibitor of the transforming growth factor-beta receptor I kinase , 2008 .

[26]  P. Kiener,et al.  Neutralization of interferon-alpha/beta-inducible genes and downstream effect in a phase I trial of an anti-interferon-alpha monoclonal antibody in systemic lupus erythematosus. , 2009, Arthritis and rheumatism.

[27]  C. Heldin,et al.  Induction of inhibitory Smad6 and Smad7 mRNA by TGF-beta family members. , 1998, Biochemical and biophysical research communications.

[28]  C. Liew,et al.  The peripheral-blood transcriptome: new insights into disease and risk assessment. , 2007, Trends in molecular medicine.

[29]  T. Zander,et al.  Prostaglandin E2 impairs CD4+ T cell activation by inhibition of lck: implications in Hodgkin's lymphoma. , 2006, Cancer research.

[30]  L. Wakefield,et al.  TGF-β signaling: positive and negative effects on tumorigenesis , 2002 .

[31]  J. Massagué,et al.  TGFβ Signaling in Growth Control, Cancer, and Heritable Disorders , 2000, Cell.

[32]  J. Massagué,et al.  Cytostatic and apoptotic actions of TGF-beta in homeostasis and cancer. , 2003, Nature reviews. Cancer.

[33]  Mark R. Trusheim,et al.  Stratified medicine: strategic and economic implications of combining drugs and clinical biomarkers , 2007, Nature Reviews Drug Discovery.

[34]  M. Hellmich,et al.  Comparison of different isolation techniques prior gene expression profiling of blood derived cells: impact on physiological responses, on overall expression and the role of different cell types , 2004, The Pharmacogenomics Journal.

[35]  J. Schultze,et al.  Use of genome-wide high-throughput technologies in biomarker development. , 2008, Biomarkers in medicine.

[36]  C. Arteaga Inhibition of TGFbeta signaling in cancer therapy. , 2006, Current opinion in genetics & development.