Neuroimaging-based biomarker discovery and validation

Pain

Volumn 156, Issue 8, 2015, Pages 1379-1381

  Woo, Choong Wan ^a   Wager, Tor D ^a  

^a UNIVERSITY OF COLORADO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL MARKER;

BRAIN REGION; CHRONIC PAIN; CLINICAL EVALUATION; DEPRESSION; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; HUMAN; IRRITABLE COLON; MENTAL HEALTH; NEUROIMAGING; NONHUMAN; NOTE; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; VISCERAL PAIN; VOXEL BASED MORPHOMETRY; ABDOMINAL PAIN; ALGORITHM; ANATOMY AND HISTOLOGY; BRAIN; COMPLICATION; FEMALE; MALE; PATHOPHYSIOLOGY;

ABDOMINAL PAIN; ALGORITHMS; BRAIN; FEMALE; HUMANS; IRRITABLE BOWEL SYNDROME; MALE;

EID: 84945254843     PISSN: 03043959     EISSN: 18726623     Source Type: Journal    
DOI: 10.1097/j.pain.0000000000000223     Document Type: Note

References (33)

1. Apkarian AV, Baliki MN, Geha PY. Towards a theory of chronic pain. Prog Neurobiol 2009;87:81-97.
2. Bagarinao E, Johnson KA, Martucci KT, Ichesco E, Farmer MA, Labus J, Ness TJ, Harris R, Deutsch G, Apkarian AV, Mayer EA, Clauw DJ, Mackey S. Preliminary structural MRI based brain classification of chronic pelvic pain: a MAPP network study. PAIN 2014;155:2502-9.
3. Baliki MN, Schnitzer TJ, Bauer WR, Apkarian AV. Brain morphological signatures for chronic pain. PLoS One 2011;6:e26010.
4. Bora E, Fornito A, Pantelis C, YucelM. Gray matter abnormalities in major depressive disorder: a meta-analysis of voxel based morphometry studies. J Affect Disord 2012;138:9-18.
5. Borsook D, Becerra L, Hargreaves R. Biomarkers for chronic pain and analgesia. Part 1: the need, reality, challenges, and solutions. DiscovMed 2011;11:197-207.
6. Borsook D, Becerra L, Hargreaves R. Biomarkers for chronic pain and analgesia. Part 2: how, where, and what to look for using functional imaging. Discov Med 2011;11:209-19.
7. Callan D, Mills L, Nott C, England R, England S. A tool for classifying individuals with chronic back pain: using multivariate pattern analysis with functional magnetic resonance imaging data. PLoS One 2014;9: e98007.
8. Duff EP, Vennart W, Wise RG, Howard MA, Harris RE, Lee M, Wartolowska K, Wanigasekera V, Wilson FJ, Whitlock M, Tracey I, Woolrich MW, Smith SM. Learning to identify CNS drug action and efficacy using multistudy fMRI data. Sci Transl Med 2015;7:274ra216.
9. Eloyan A, Muschelli J, Nebel MB, Liu H, Han F, Zhao T, Barber AD, Joel S, Pekar JJ, Mostofsky SH, Caffo B. Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging. Front Syst Neurosci 2012;6:61.
10. Ganzel BL, Kim P, GloverGH, Temple E. Resilience after 9/11: multimodal neuroimaging evidence for stress-related change in the healthy adult brain. Neuroimage 2008;40:788-95.
11. Geha PY, Baliki MN, Harden RN, Bauer WR, Parrish TB, Apkarian AV. The brain in chronic CRPS pain: abnormal gray-white matter interactions in emotional and autonomic regions. Neuron 2008;60:570-81.
12. Gianaros PJ, Jennings JR, Sheu LK, Greer PJ, Kuller LH, Matthews KA. Prospective reports of chronic life stress predict decreased grey matter volume in the hippocampus. Neuroimage 2007;35:795-803.
13. Kelly PA, Viding E, Wallace GL, Schaer M, De Brito SA, Robustelli B, McCrory EJ. Cortical thickness, surface area, and gyrification abnormalities in children exposed to maltreatment: neural markers of vulnerability? Biol Psychiatry 2013;74:845-52.
14. Klit H, Finnerup NB, Jensen TS. Central post-stroke pain: clinical characteristics, pathophysiology, and management. Lancet Neurol 2009;8:857-68.
15. Labus JS, Naliboff B, Kilpatrick L, Liu C, Ashe-McNalley C, Dos Santos IR, Alaverdyan M, Woodworth D, Gupta A, Ellingson BM, Tillisch K, Mayer EA. Pain and Interoception Imaging Network (PAIN): a multimodal, multisite, brain-imaging repository for chronic somatic and visceral pain disorders. Neuroimage 2015. Epub ahead of print DOI: 10. 1016/j. neuroimage. 2015. 04. 018.
16. Labus JS, Van Horn JD, Gupta A, Alaverdyan M, Torgerson C, Ashe-McNalley C, Irimia A, Hong JY, Naliboff B, Tillisch K, Mayer EA. Multivariate morphological brain signatures predict chronic abdominal pain patients from healthy control subjects. PAIN 2015;156:1545-54.
17. Li L, WuM, Liao Y, Ouyang L, DuM, Lei D, Chen L, Yao L, Huang X, GongQ. Grey matter reduction associated with posttraumatic stress disorder and traumatic stress. Neurosci Biobehav Rev 2014;43:163-72.
18. LubyJ, BeldenA, BotteronK, MarrusN, HarmsMP, BabbC, NishinoT, Barch D. The effects of poverty on childhood brain development: themediating effect of caregiving and stressful life events. JAMA Pediatr 2013;167:1135-42.
19. May A. Chronic pain may change the structure of the brain. PAIN 2008; 137:7-15.
20. McEwen BS, Gianaros PJ. Stress-and allostasis-induced brain plasticity. Annu Rev Med 2011;62:431-45.
21. Morey RA, Gold AL, LaBar KS, Beall SK, Brown VM, Haswell CC, Nasser JD, Wagner HR, McCarthy G, Mid-Atlantic MW. Amygdala volume changes in posttraumatic stress disorder in a large case-controlled veterans group. Arch Gen Psychiatry 2012;69:1169-78.
22. Pezawas L, Meyer-Lindenberg A, Drabant EM, Verchinski BA, Munoz KE, Kolachana BS, Egan MF, Mattay VS, Hariri AR, Weinberger DR. 5-HTTLPR polymorphism impacts human cingulate-amygdala interactions: a genetic susceptibility mechanism for depression. Nat Neurosci 2005;8:828-34.
23. Rao U, Chen LA, Bidesi AS, Shad MU, Thomas MA, Hammen CL. Hippocampal changes associated with early-life adversity and vulnerability to depression. Biol Psychiatry 2010;67:357-64.
24. Redlich R, Almeida JJ, Grotegerd D, Opel N, Kugel H, Heindel W, Arolt V, Phillips ML, Dannlowski U. Brain morphometric biomarkers distinguishing unipolar and bipolar depression. A voxel-based morphometry-pattern classification approach. JAMA Psychiatry 2014;71:1222-30.
25. Rosa MJ, Seymour B. Decoding the matrix: benefits and limitations of applying machine learning algorithms to pain neuroimaging. PAIN 2014; 155:864-7.
26. Schwartz N, Temkin P, Jurado S, Lim BK, Heifets BD, Polepalli JS, Malenka RC. Chronic pain. Decreased motivation during chronic pain requires long-term depression in the nucleus accumbens. Science 2014; 345:535-42.
27. Sekiguchi A, Sugiura M, Taki Y, Kotozaki Y, Nouchi R, Takeuchi H, Araki T, Hanawa S, Nakagawa S, Miyauchi CM, Sakuma A, Kawashima R. Brain structural changes as vulnerability factors and acquired signs of postearthquake stress. Mol Psychiatry 2013;18:618-23.
28. Smallwood RF, Laird AR, Ramage AE, Parkinson AL, Lewis J, Clauw DJ, Williams DA, Schmidt-Wilcke T, Farrell MJ, Eickhoff SB, Robin DA. Structural brain anomalies and chronic pain: a quantitative meta-analysis of gray matter volume. J Pain 2013;14:663-75.
29. Ung H, Brown JE, Johnson KA, Younger J, Hush J, Mackey S. Multivariate classification of structural MRI data detects chronic low back pain. Cereb Cortex 2014;24:1037-44.
30. Wager TD, Atlas LY, Lindquist MA, Roy M, Woo CW, Kross E. An fMRIbased neurologic signature of physical pain. N Engl J Med 2013;368: 1388-97.
31. Yap MB, Whittle S, Yucel M, Sheeber L, Pantelis C, Simmons JG, Allen NB. Interaction of parenting experiences and brain structure in the prediction of depressive symptoms in adolescents. Arch Gen Psychiatry 2008;65:1377-85.
32. Yarnitsky D. Conditioned pain modulation (the diffuse noxious inhibitory control-like effect): its relevance for acute and chronic pain states. Curr Opin Anaesthesiol 2010;23:611-15.
33. Zhang S, Seymour B. Technology for chronic pain. Curr Biol 2014;24: R930-935.