Plasma proteomic analysis on neuropathic pain in idiopathic peripheral neuropathy patients

被引:1
作者
van Doormaal, Perry T. C. [1 ,2 ,3 ,13 ]
Thomas, Simone [1 ]
Ajroud-Driss, Senda [4 ]
Cole, Robert N. [5 ]
Devine, Lauren R. [5 ]
Dimachkie, Mazen M. [6 ]
Geisler, Stefanie [7 ]
Freeman, Roy [8 ]
Simpson, David M. [9 ]
Singleton, J. Robinson [10 ]
Smith, A. Gordon [11 ]
Stino, Amro [12 ]
Hoke, Ahmet [1 ,14 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Neurol, Baltimore, MD USA
[2] Utrecht Med Ctr, Brain Ctr Rudolph Magnus, Dept Neurol, Utrecht, Netherlands
[3] Tergooi Med Ctr, Dept Neurol, Hilversum, Netherlands
[4] Northwestern Univ, Feinberg Sch Med, Dept Neurol, Chicago, IL USA
[5] Johns Hopkins Univ, Sch Med, Dept Biol Chem, Baltimore, MD USA
[6] Kansas Univ, Med Ctr, Dept Neurol, Kansas City, MO USA
[7] Washington Univ St Louis, Sch Med, Dept Neurol, St Louis, MO USA
[8] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA USA
[9] Icahn Sch Med Mt Sinai, Med Ctr, Dept Neurol, New York, NY USA
[10] Univ Utah, Sch Med, Dept Neurol, Salt Lake City, UT USA
[11] Virginia Commonwealth Univ, Dept Neurol, Richmond, VA USA
[12] Univ Michigan, Dept Neurol, Ann Arbor, MI USA
[13] Univ Med Ctr Utrecht, G03 228,POB 85500, NL-3508 GA Utrecht, Netherlands
[14] Johns Hopkins Univ, Sch Med, 855 N Wolfe St,Rangos Suite 248, Baltimore, MD 21205 USA
关键词
complement; neuropathy; pain; proteomics; COMPLEMENT; POLYNEUROPATHY;
D O I
10.1111/jns.12606
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Aims: Why only half of the idiopathic peripheral neuropathy (IPN) patients develop neuropathic pain remains unknown. By conducting a proteomics analysis on IPN patients, we aimed to discover proteins and new pathways that are associated with neuropathic pain.Methods: We conducted unbiased mass-spectrometry proteomics analysis on blood plasma from 31 IPN patients with severe neuropathic pain and 29 IPN patients with no pain, to investigate protein biomarkers and protein-protein interactions associated with neuropathic pain. Univariate modeling was done with linear mixed modeling (LMM) and corrected for multiple testing. Multivariate modeling was performed using elastic net analysis and validated with internal cross-validation and bootstrapping.Results: In the univariate analysis, 73 proteins showed a p-value <.05 and 12 proteins showed a p-value <.01. None were significant after Benjamini-Hochberg adjustment for multiple testing. Elastic net analysis created a model containing 12 proteins with reasonable discriminatory power to differentiate between painful and painless IPN (false-negative rate 0.10, false-positive rate 0.18, and an area under the curve 0.75). Eight of these 12 proteins were clustered into one interaction network, significantly enriched for the complement and coagulation pathway (Benjamini-Hochberg adjusted p-value = .0057), with complement component 3 (C3) as the central node. Bootstrap validation identified insulin-like growth factor-binding protein 2 (IGFBP2), complement factor H-related protein 4 (CFHR4), and ferritin light chain (FTL), as the most discriminatory proteins of the original 12 identified.Interpretation: This proteomics analysis suggests a role for the complement system in neuropathic pain in IPN.
引用
收藏
页码:88 / 96
页数:9
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