Resting-state functional connectivity predicts longitudinal pain symptom change in urologic chronic pelvic pain syndrome: a MAPP network study

被引:52
作者
Kutch, Jason J. [1 ,2 ]
Labus, Jennifer S. [2 ]
Harris, Richard E. [3 ]
Martucci, Katherine T. [4 ]
Farmer, Melissa A. [5 ]
Fenske, Sonja [6 ]
Fling, Connor [2 ]
Ichesco, Eric [3 ]
Peltier, Scott [7 ]
Petre, Bogdan [5 ]
Guo, Wensheng [8 ]
Hou, Xiaoling [8 ]
Stephens, Alisa J. [8 ]
Mullins, Chris [9 ]
Clauw, Daniel J. [3 ]
Mackey, Sean C. [4 ]
Apkarian, A. Vania [5 ]
Landis, J. Richard [8 ]
Mayer, Emeran A. [2 ]
机构
[1] Univ Southern Calif, Div Biokinesiol & Phys Therapy, Los Angeles, CA USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, G Oppenheimer Ctr Neurobiol Stress & Resilience, Pain & Interocept Network, Los Angeles, CA 90095 USA
[3] Univ Michigan, Dept Anesthesiol, Chron Pain & Fatigue Res Ctr, Ann Arbor, MI 48109 USA
[4] Stanford Univ, Med Ctr, Dept Anesthesiol Perioperat & Pain Med, Div Pain Med, Stanford, CA 94305 USA
[5] Northwestern Univ, Dept Physiol, Feinberg Sch Med, Chicago, IL 60611 USA
[6] Univ Southern Calif, Neurosci Grad Program, Los Angeles, CA USA
[7] Univ Michigan, Funct MRI Lab, Ann Arbor, MI 48109 USA
[8] Univ Penn, Dept Biostat & Epidemiol, Perelman Sch Med, Philadelphia, PA 19104 USA
[9] NIDDK, NIH, Bethesda, MD 20892 USA
基金
美国国家卫生研究院;
关键词
Neuroimaging; Prediction; Chronic pain; Urologic pain; CYSTITIS/PAINFUL BLADDER SYNDROME; QUALITY-OF-LIFE; MOTION ARTIFACT; HEAD MOTION; VARIABILITY; HEALTH; FMRI; MRI; CLASSIFICATION; ANTICIPATION;
D O I
10.1097/j.pain.0000000000000886
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Chronic pain symptoms often change over time, even in individuals who have had symptoms for years. Studying biological factors that predict trends in symptom change in chronic pain may uncover novel pathophysiological mechanisms and potential therapeutic targets. In this study, we investigated whether brain functional connectivity measures obtained from resting-state functional magnetic resonance imaging at baseline can predict longitudinal symptom change (3, 6, and 12 months after scan) in urologic chronic pelvic pain syndrome. We studied 52 individuals with urologic chronic pelvic pain syndrome (34 women, 18 men) who had baseline neuroimaging followed by symptom tracking every 2 weeks for 1 year as part of the Multidisciplinary Approach to the Study of Chronic Pelvic Pain (MAPP) Research Network study. We found that brain functional connectivity can make a significant prediction of short-term (3 month) pain reduction with 73.1% accuracy (69.2% sensitivity and 75.0% precision). In addition, we found that the brain regions with greatest contribution to the classification were preferentially aligned with the left frontoparietal network. Resting-state functional magnetic resonance imaging measures seemed to be less informative about 6- or 12-month symptom change. Our study provides the first evidence that future trends in symptom change in patients in a state of chronic pain may be linked to functional connectivity within specific brain networks.
引用
收藏
页码:1069 / 1082
页数:14
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