Abstract
Vincristine, oxaliplatin, and cisplatin are commonly prescribed chemotherapeutic agents
for the treatment of many tumors. However, a main side effect is chemotherapy-induced
peripheral neuropathy (CIPN), which may lead to changes in chemotherapeutic treatment.
Although symptoms associated with CIPN are recapitulated by mouse models, there is
limited knowledge of how these drugs affect the expression of genes in sensory neurons.
The present study carried out a transcriptomic analysis of dorsal root ganglia following
vincristine, oxaliplatin, and cisplatin treatment with a view to gain insight into
the comparative pathophysiological mechanisms of CIPN. RNA-Seq revealed 368, 295,
and 256 differential expressed genes induced by treatment with vincristine, oxaliplatin,
and cisplatin, respectively, and only 5 shared genes were dysregulated in all 3 groups.
Cell type enrichment analysis and gene set enrichment analysis showed predominant
effects on genes associated with the immune system after treatment with vincristine,
while oxaliplatin treatment affected mainly neuronal genes. Treatment with cisplatin
resulted in a mixed gene expression signature.
Perspective
These results provide insight into the recruitment of immune responses to dorsal root
ganglia and indicate enhanced neuroinflammatory processes following administration
of vincristine, oxaliplatin, and cisplatin. These gene expression signatures may provide
insight into novel drug targets for treatment of CIPN.
Key words
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to The Journal of PainAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Oxaliplatin: A review in the era of molecularly targeted therapy.Curr Oncol. 2011; 18: 18-25
- Sensitization of capsaicin and icilin responses in oxaliplatin treated adult rat DRG neurons.Mol Pain. 2010; 6: 82
- HTSeq—A Python framework to work with high-throughput sequencing data.Bioinformatics. 2015; 31: 166-169
- A double-blind, placebo-controlled trial of a topical treatment for chemotherapy-induced peripheral neuropathy: NCCTG trial N06CA.Support Care Cancer. 2011; 19: 833-841
- Serum protein changes in a rat model of chronic pain show a correlation between animal and humans.Sci Rep. 2017; 7: 41723
- Protection against oxaliplatin-induced mechanical hyperalgesia and intraepidermal nerve fiber loss by minocycline.Exp Neurol. 2011; 229: 353-357
- Evaluation of clustering algorithms for protein-protein interaction networks.BMC Bioinform. 2006; 7: 488
- Interleukin-6 protects against paclitaxel, cisplatin and vincristine-induced neuropathies without impairing chemotherapeutic activity.Cancer Chemother Pharmacol. 2008; 62: 995-1007
- The intricate role of CXCR4 in cancer.Adv Cancer Res. 2014; 124: 31-82
- Temporal changes in the expression of the translocator protein TSPO and the steroidogenic enzyme 5α-reductase in the dorsal spinal cord of animals with neuropathic pain: Effects of progesterone administration.Neurosci Lett. 2016; 624: 23-28
- Cisplatin in cancer therapy: Molecular mechanisms of action.Eur J Pharmacol. 2014; 740: 364-378
- Analgesic effects of clinically used compounds in novel mouse models of polyneuropathy induced by oxaliplatin and cisplatin.Neuro Oncol. 2014; 16: 1324-1332
- The thermal probe test: A novel behavioral assay to quantify thermal paw withdrawal thresholds in mice.Temperature (Austin). 2016; 3: 199-207
- An animal model of oxaliplatin-induced cold allodynia reveals a crucial role for Nav1.6 in peripheral pain pathways.Pain. 2013; 154: 1749-1757
- Glial role in oxaliplatin-induced neuropathic pain.Exp Neurol. 2014; 261: 22-33
- STAR: Ultrafast universal RNA-seq aligner.Bioinformatics. 2013; 29: 15-21
- Targeting the overproduction of peroxynitrite for the prevention and reversal of paclitaxel-induced neuropathic pain.J Neurosci. 2012; 32: 6149-6160
- DNA strand breaks and apoptosis induced by oxaliplatin in cancer cells.Biochem Pharmacol. 2003; 66: 225-237
- Persistent pain in cancer survivors: Pathogenesis and treatment options.Pain Clin Updates. 2016; XXIV: 1-8
- Emerging trends in understanding chemotherapy-induced peripheral neuropathy.Curr Pain Headache Rep. 2013; 17: 364
- Microtubule dynamics, mitotic arrest, and apoptosis: Drug-induced differential effects of betaIII-tubulin.Mol Cancer Ther. 2010; 9: 1339-1348
- Functional characterization of Pactolus, a beta-integrin-like protein preferentially expressed by neutrophils.J Biol Chem. 2001; 276: 35500-35511
- A novel human pain insensitivity disorder caused by a point mutation in ZFHX2.Brain. 2018; 141: 365-376
- Full dose vincristine (without 2-mg dose limit) in the treatment of lymphomas.Cancer. 1994; 73: 2515-2519
- Autoradiographic and electrophysiological evidence for the existence of neurotensin receptors on cultured astrocytes.Neuroscience. 1995; 66: 627-633
- A3 adenosine receptor agonist prevents the development of paclitaxel-induced neuropathic pain by modulating spinal glial-restricted redox-dependent signaling pathways.Pain. 2014; 155: 2560-2567
- The development and maintenance of paclitaxel-induced neuropathic pain require activation of the sphingosine 1-phosphate receptor subtype 1.J Biol Chem. 2014; 289: 21082-21097
- Spinal neuroimmune activation is independent of T-cell infiltration and attenuated by A3 adenosine receptor agonists in a model of oxaliplatin-induced peripheral neuropathy.Brain Behav Immun. 2015; 44: 91-99
- Acute phase protein lipocalin-2 is associated with formalin-induced nociception and pathological pain.Immune Netw. 2013; 13: 289-294
- The transcription factor Sox11 promotes nerve regeneration through activation of the regeneration-associated gene Sprr1a.Exp Neurol. 2012; 233: 221-232
- ST-segment elevation myocardial infarction resulting from stent thrombosis in contemporary real-world practice.Int J Angiol. 2017; 26: 32-35
- Phase II study of vincristine sulfate liposome injection (Marqibo) and rituximab for patients with relapsed and refractory diffuse large B-cell lymphoma or mantle cell lymphoma in need of palliative therapy.Clin Lymphoma Myeloma Leuk. 2014; 14: 37-42
- Up-regulation of tumor necrosis factor-alpha in spinal cord contributes to vincristine-induced mechanical allodynia in mice.Neurosci Lett. 2008; 445: 140-143
- Gene expression profiling reveals upregulation of Tlr4 receptors in Cckb receptor deficient mice.Behav Brain Res. 2008; 188: 62-70
- Neurotoxicity from oxaliplatin combined with weekly bolus fluorouracil and leucovorin as surgical adjuvant chemotherapy for stage II and III colon cancer: NSABP C-07.J Clin Oncol. 2007; 25: 2205-2211
- Intrathecal interleukin-10 gene therapy attenuates paclitaxel-induced mechanical allodynia and proinflammatory cytokine expression in dorsal root ganglia in rats.Brain Behav Immun. 2007; 21: 686-698
- The sequence alignment/map format and SAMtools.Bioinformatics. 2009; 25: 2078-2079
- Up-regulation of CX3CL1 via nuclear factor-kappaB-dependent histone acetylation is involved in paclitaxel-induced peripheral neuropathy.Anesthesiology. 2015; 122: 1142-1151
- Small-fiber neuropathy and pain sensitization in survivors of pediatric acute lymphoblastic leukemia.Eur J Paediatr Neurol. 2018; 22: 457-469
- Activating transcription factor 3, a useful marker for regenerative response after nerve root injury.Front Neurol. 2011; 2 (eCollection 2011)
- Prevention of paclitaxel-induced allodynia by minocycline: Effect on loss of peripheral nerve fibers and infiltration of macrophages in rats.Mol Pain. 2010; 6: 76
- Cisplatin neuropathy—Clinical course and neurophysiological findings.J Neurol. 1992; 239: 199-204
- The paclitaxel acute pain syndrome: Sensitization of nociceptors as the putative mechanism.Cancer J. 2007; 13: 399-403
- Natural history of paclitaxel-associated acute pain syndrome: Prospective cohort study NCCTG N08C1.J Clin Oncol. 2011; 29: 1472-1478
- Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.Genome Biol. 2014; 15: 550
- Neuronal plasticity of trigeminal ganglia in mice following nerve injury.J Pain Res. 2017; 10: 349-357
- Characterisation of immune and neuroinflammatory changes associated with chemotherapy-induced peripheral neuropathy.PLoS One. 2017; 12e0170814
- Involvement of the neurotensin receptor-3 in the neurotensin-induced migration of human microglia.J Neurosci. 2003; 23: 1198-1205
- Involvement of the neurotensin receptor 1 in the behavioral effects of two neurotensin agonists, NT-2 and NT69L: Lack of hypothermic, antinociceptive and antipsychotic actions in receptor knockout mice.Eur Neuropsychopharmacol. 2009; 19: 466-475
- Hypersensitivity reactions to oxaliplatin: Cross-reactivity to carboplatin and the introduction of a desensitization schedule.J Clin Oncol. 2002; 20: 1146-1147
- Mice deficient in endothelin-converting enzyme-2 exhibit abnormal responses to morphine and altered peptide levels in the spinal cord.J Neurochem. 2011; 119: 1074-1085
- Oxaliplatin elicits mechanical and cold allodynia in rodents via TRPA1 receptor stimulation.Pain. 2011; 152: 1621-1631
- Vincristine-induced neuropathy in pediatric patients with acute lymphoblastic leukemia in Oman: Frequent autonomic and more severe cranial nerve involvement.Pediatr Blood Cancer. 2017; 64: e26677
- High-dose vincristine sulfate liposome injection for advanced, relapsed, and refractory adult Philadelphia chromosome-negative acute lymphoblastic leukemia.J Clin Oncol. 2013; 31: 676-683
- Monocytes expressing CX3CR1 orchestrate the development of vincristine-induced pain.J Clin Invest. 2014; 124: 2023-2036
- Clinical course of oxaliplatin-induced neuropathy: Results from the randomized phase III trial N08CB (Alliance).J Clin Oncol. 2015; 33: 3416-3422
- Oxaliplatin-induced peripheral neuropathy via TRPA1 stimulation in mice dorsal root ganglion is correlated with aluminum accumulation.PLoS One. 2015; 10e0124875
- Long-term neuropathy after oxaliplatin treatment: Challenging the dictum of reversibility.Oncologist. 2011; 16: 708-716
- Spinal CCL2 and microglial activation are involved in paclitaxel-evoked cold hyperalgesia.Brain Res Bull. 2013; 95: 21-27
- A phase I clinical study of cisplatin-incorporated polymeric micelles (NC-6004) in patients with solid tumours.Br J Cancer. 2011; 104: 593-598
- Chemotherapy-induced peripheral neuropathy.J Neurol. 2002; 249: 9-17
- Inhibition of microglial activation attenuates the development but not existing hypersensitivity in a rat model of neuropathy.J Pharmacol Exp Ther. 2003; 306: 624-630
- Differential Ly-6C expression identifies the recruited macrophage phenotype, which orchestrates the regression of murine liver fibrosis.Proc Natl Acad Sci U S A. 2012; 109: E3186-E3195
- Oxaliplatin: A review of preclinical and clinical studies.Ann Oncol. 1998; 9: 1053-1071
- High-throughput sequencing technologies.Mol Cell. 2015; 58: 586-597
- Incidence, prevalence, and predictors of chemotherapy-induced peripheral neuropathy: A systematic review and meta-analysis.Pain. 2014; 155: 2461-2470
- CTen: A web-based platform for identifying enriched cell types from heterogeneous microarray data.BMC Genom. 2012; 13: 460
- Cisplatin-induced peripheral neuropathy. Frequent off-therapy deterioration, demyelinating syndromes, and muscle cramps.Cancer. 1990; 66: 1117-1123
- Pathophysiology of chemotherapy-induced peripheral neuropathy.Front Mol Neurosci. 2017; 10: 174
- Transcriptomics in pain research: Insights from new and old technologies.Mol Omics. 2018; 14: 389-404
- Minocycline prevents the development of mechanical allodynia in mouse models of vincristine-induced peripheral neuropathy.Front Neurosci. 2019; 13: 653
- Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles.Proc Natl Acad Sci U S A. 2005; 102: 15545-15550
- STRING v10: Protein-protein interaction networks, integrated over the tree of life.Nucleic Acids Res. 2015; 43: D447-D452
- CD20: A regulator of cell-cycle progression of B lymphocytes.Immunol Today. 1994; 15: 450-454
- Structural and molecular alterations of primary afferent fibres in the spinal dorsal horn in vincristine-induced neuropathy in rat.J Mol Neurosci. 2013; 51: 880-892
- Orofacial neuropathic pain leads to a hyporesponsive barrel cortex with enhanced structural synaptic plasticity.PLoS One. 2016; 11e0160786
- Dose-related vincristine-induced peripheral neuropathy with unexpected off-therapy worsening.Neurology. 2005; 64: 1076-1077
- Biological processes and pathway changes in isoflurane-induced anesthesia revealed by bioinformatics analysis of gene expression profiles.J Anesth. 2015; 29: 912-919
- Discovering cytokines as targets for chemotherapy-induced painful peripheral neuropathy.Cytokine. 2012; 59: 3-9
- Acute oxaliplatin-induced peripheral nerve hyperexcitability.J Clin Oncol. 2002; 20: 1767-1774
- Epigenetic upregulation of CXCL12 expression mediates antitubulin chemotherapeutics-induced neuropathic pain.Pain. 2017; 158: 637-648
- Transient receptor potential ankyrin 1 that is induced in dorsal root ganglion neurons contributes to acute cold hypersensitivity after oxaliplatin administration.Mol Pain. 2015; 11: 69
- Transcriptomic and behavioural characterisation of a mouse model of burn pain identify the cholecystokinin 2 receptor as an analgesic target.Mol Pain. 2016; 12: 1-13
- Dorsal root ganglion infiltration by macrophages contributes to paclitaxel chemotherapy-induced peripheral neuropathy.J Pain. 2016; 17: 775-786
- Evidence that spinal astrocytes but not microglia contribute to the pathogenesis of paclitaxel-induced painful neuropathy.J Pain. 2012; 13: 293-303
- Acute cold hypersensitivity characteristically induced by oxaliplatin is caused by the enhanced responsiveness of TRPA1 in mice.Mol Pain. 2012; 8: 55
- DNA-protein and DNA interstrand cross-linking by cis- and trans-platinum(II) diamminedichloride in L1210 mouse leukemia cells and relation to cytotoxicity.Cancer Res. 1979; 39: 365-369
Article info
Publication history
Published online: June 28, 2019
Accepted:
June 13,
2019
Received in revised form:
June 4,
2019
Received:
March 19,
2019
Footnotes
IV and JD were supported by NHMRC Research fellowships. HS and AM were supported by Australian Government research scholarships.
Disclosures: This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
There are no conflicts of interest.
Identification
Copyright
© 2019 by United States Association for the Study of Pain, Inc.