Literature DB >> 22697386

Harnessing pain heterogeneity and RNA transcriptome to identify blood-based pain biomarkers: a novel correlational study design and bioinformatics approach in a graded chronic constriction injury model.

Peter M Grace1, Daniel Hurley, Daniel T Barratt, Anna Tsykin, Linda R Watkins, Paul E Rolan, Mark R Hutchinson.   

Abstract

A quantitative, peripherally accessible biomarker for neuropathic pain has great potential to improve clinical outcomes. Based on the premise that peripheral and central immunity contribute to neuropathic pain mechanisms, we hypothesized that biomarkers could be identified from the whole blood of adult male rats, by integrating graded chronic constriction injury (CCI), ipsilateral lumbar dorsal quadrant (iLDQ) and whole blood transcriptomes, and pathway analysis with pain behavior. Correlational bioinformatics identified a range of putative biomarker genes for allodynia intensity, many encoding for proteins with a recognized role in immune/nociceptive mechanisms. A selection of these genes was validated in a separate replication study. Pathway analysis of the iLDQ transcriptome identified Fcγ and Fcε signaling pathways, among others. This study is the first to employ the whole blood transcriptome to identify pain biomarker panels. The novel correlational bioinformatics, developed here, selected such putative biomarkers based on a correlation with pain behavior and formation of signaling pathways with iLDQ genes. Future studies may demonstrate the predictive ability of these biomarker genes across other models and additional variables.
© 2012 The Authors. Journal of Neurochemistry © 2012 International Society for Neurochemistry.

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Year:  2012        PMID: 22697386      PMCID: PMC5518237          DOI: 10.1111/j.1471-4159.2012.07833.x

Source DB:  PubMed          Journal:  J Neurochem        ISSN: 0022-3042            Impact factor:   5.372


  105 in total

Review 1.  Biomarkers and surrogate endpoints: preferred definitions and conceptual framework.

Authors: 
Journal:  Clin Pharmacol Ther       Date:  2001-03       Impact factor: 6.875

2.  Differentially expressed genes in rat dorsal root ganglia following peripheral nerve injury.

Authors:  D S Kim; S J Lee; S Y Park; H J Yoo; S H Kim; K J Kim; H J Cho
Journal:  Neuroreport       Date:  2001-10-29       Impact factor: 1.837

3.  Expression of Fc epsilon receptor I on primary sensory neurons in mice.

Authors:  Tsugunobu Andoh; Yasushi Kuraishi
Journal:  Neuroreport       Date:  2004-09-15       Impact factor: 1.837

Review 4.  P2X3 receptor involvement in pain states.

Authors:  Kerstin Wirkner; Beata Sperlagh; Peter Illes
Journal:  Mol Neurobiol       Date:  2007-07-17       Impact factor: 5.590

5.  Patterns of pain: meta-analysis of microarray studies of pain.

Authors:  Michael L LaCroix-Fralish; Jean-Sebastien Austin; Felix Y Zheng; Daniel J Levitin; Jeffrey S Mogil
Journal:  Pain       Date:  2011-05-10       Impact factor: 6.961

6.  Intrathecal HIV-1 envelope glycoprotein gp120 induces enhanced pain states mediated by spinal cord proinflammatory cytokines.

Authors:  E D Milligan; K A O'Connor; K T Nguyen; C B Armstrong; C Twining; R P Gaykema; A Holguin; D Martin; S F Maier; L R Watkins
Journal:  J Neurosci       Date:  2001-04-15       Impact factor: 6.167

Review 7.  The adenosine a2b receptor: its role in inflammation.

Authors:  J Ham; D A Rees
Journal:  Endocr Metab Immune Disord Drug Targets       Date:  2008-12       Impact factor: 2.895

8.  Dual induction of TREM2 and tolerance-related transcript, Tmem176b, in amyloid transgenic mice: implications for vaccine-based therapies for Alzheimer's disease.

Authors:  Benoit Melchior; Angie E Garcia; Bor-Kai Hsiung; Katherine M Lo; Jonathan M Doose; J Cameron Thrash; Anna K Stalder; Matthias Staufenbiel; Harald Neumann; Monica J Carson
Journal:  ASN Neuro       Date:  2010-07-12       Impact factor: 4.146

9.  Differential contribution of beta-adrenergic receptors expressed on radiosensitive versus radioresistant cells to protection against inflammation and mortality in murine endotoxemia.

Authors:  Jill Walker-Brown; Margo R Roberts
Journal:  Shock       Date:  2009-11       Impact factor: 3.454

Review 10.  Deconstructing the neuropathic pain phenotype to reveal neural mechanisms.

Authors:  Christian A von Hehn; Ralf Baron; Clifford J Woolf
Journal:  Neuron       Date:  2012-02-23       Impact factor: 17.173

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  10 in total

Review 1.  Lost but making progress--Where will new analgesic drugs come from?

Authors:  David Borsook; Richard Hargreaves; Chas Bountra; Frank Porreca
Journal:  Sci Transl Med       Date:  2014-08-13       Impact factor: 17.956

Review 2.  The Neuroimmune Interface and Chronic Pain Through the Lens of Production Animals.

Authors:  Charlotte H Johnston; Alexandra L Whittaker; Samantha H Franklin; Mark R Hutchinson
Journal:  Front Neurosci       Date:  2022-05-19       Impact factor: 5.152

Review 3.  Pathological pain and the neuroimmune interface.

Authors:  Peter M Grace; Mark R Hutchinson; Steven F Maier; Linda R Watkins
Journal:  Nat Rev Immunol       Date:  2014-02-28       Impact factor: 53.106

4.  Chronic nerve injury-induced Mas receptor expression in dorsal root ganglion neurons alleviates neuropathic pain.

Authors:  Yuanting Zhao; Yue Qin; Tuanjiang Liu; Dingjun Hao
Journal:  Exp Ther Med       Date:  2015-10-15       Impact factor: 2.447

5.  Injury-Dependent and Disability-Specific Lumbar Spinal Gene Regulation following Sciatic Nerve Injury in the Rat.

Authors:  Paul J Austin; Alison L Bembrick; Gareth S Denyer; Kevin A Keay
Journal:  PLoS One       Date:  2015-04-23       Impact factor: 3.240

6.  Overlapping signatures of chronic pain in the DNA methylation landscape of prefrontal cortex and peripheral T cells.

Authors:  Renaud Massart; Sergiy Dymov; Magali Millecamps; Matthew Suderman; Stephanie Gregoire; Kevin Koenigs; Sebastian Alvarado; Maral Tajerian; Laura S Stone; Moshe Szyf
Journal:  Sci Rep       Date:  2016-01-28       Impact factor: 4.379

7.  Signatures of Altered Gene Expression in Dorsal Root Ganglia of a Fabry Disease Mouse Model.

Authors:  Kai K Kummer; Theodora Kalpachidou; Michaela Kress; Michiel Langeslag
Journal:  Front Mol Neurosci       Date:  2018-01-25       Impact factor: 5.639

8.  The Development of Translational Biomarkers as a Tool for Improving the Understanding, Diagnosis and Treatment of Chronic Neuropathic Pain.

Authors:  David A Buckley; Elaine M Jennings; Nikita N Burke; Michelle Roche; Veronica McInerney; Jonathan D Wren; David P Finn; Patrick C McHugh
Journal:  Mol Neurobiol       Date:  2017-03-30       Impact factor: 5.590

9.  Region-Resolved Quantitative Proteome Profiling Reveals Molecular Dynamics Associated With Chronic Pain in the PNS and Spinal Cord.

Authors:  Allison M Barry; Julia R Sondermann; Jan-Hendrik Sondermann; David Gomez-Varela; Manuela Schmidt
Journal:  Front Mol Neurosci       Date:  2018-08-14       Impact factor: 5.639

10.  Peripheral nerve injury is accompanied by chronic transcriptome-wide changes in the mouse prefrontal cortex.

Authors:  Sebastian Alvarado; Maral Tajerian; Magali Millecamps; Mathew Suderman; Laura S Stone; Moshe Szyf
Journal:  Mol Pain       Date:  2013-04-18       Impact factor: 3.395

  10 in total

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