Skip to main content
Erschienen in: Brain Structure and Function 8/2016

15.12.2015 | Original Article

Abnormal cross-network functional connectivity in chronic pain and its association with clinical symptoms

verfasst von: Kasey S. Hemington, Qi Wu, Aaron Kucyi, Robert D. Inman, Karen D. Davis

Erschienen in: Brain Structure and Function | Ausgabe 8/2016

Einloggen, um Zugang zu erhalten

Abstract

Cortical functioning within the default mode network (DMN) and salience network (SN) is altered in chronic pain patients. The mechanisms underlying these alterations are unknown, but a novel unexamined source is cross-network communication. Aberrant functional connectivity (FC) between the DMN and SN, whose activity is normally anticorrelated, reflects disease severity in many brain disorders. Further, stronger FC between the posterior cingulate cortex (PCC) and anterior insula has been reported in chronic pain, pointing to abnormal DMN–SN interactions. Here, we tested the hypothesis that cross-network FC between the DMN and SN is abnormal in chronic pain, and is related to pain and associated symptoms. We used resting state fMRI to examine FC within and between the DMN and SN in 20 patients with chronic pain due to ankylosing spondylitis and 20 healthy controls. A whole-network analysis revealed that compared to healthy controls, patients exhibited less anticorrelated FC between the SN and DMN, and the degree of cross-network abnormality tracked pain and disease-related symptoms. This suggests that cross-network FC is a metric of functional brain abnormality in chronic pain. In a complementary seed-based analysis, the PCC was strongly connected with the SN and weakly connected with the DMN in chronic pain compared to healthy controls, suggesting that the PCC acts as a hub for altered network interaction. Sensorimotor cortex cross-network FC correlated with measures of physical function, suggesting that physical functioning also impacts brain network interaction in chronic pain. Our study implicates altered communication between brain networks as a key factor underlying chronic pain.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Attal N, Masselin-Dubois A, Martinez V, Jayr C, Albi A, Fermanian J, Bouhassira D, Baudic S (2014) Does cognitive functioning predict chronic pain? Results from a prospective surgical cohort. Brain 137(3):904–917. doi:10.1093/brain/awt354 PubMedCrossRef Attal N, Masselin-Dubois A, Martinez V, Jayr C, Albi A, Fermanian J, Bouhassira D, Baudic S (2014) Does cognitive functioning predict chronic pain? Results from a prospective surgical cohort. Brain 137(3):904–917. doi:10.​1093/​brain/​awt354 PubMedCrossRef
Zurück zum Zitat Baldassarre A, Ramsey L, Hacker CL, Callejas A, Astafiev SV, Metcalf NV, Zinn K, Rengachary J, Snyder AZ, Carter AR, Shulman GL, Corbetta M (2014) Large-scale changes in network interactions as a physiological signature of spatial neglect. Brain 137(12):3267–3283. doi:10.1093/brain/awu297 PubMedPubMedCentralCrossRef Baldassarre A, Ramsey L, Hacker CL, Callejas A, Astafiev SV, Metcalf NV, Zinn K, Rengachary J, Snyder AZ, Carter AR, Shulman GL, Corbetta M (2014) Large-scale changes in network interactions as a physiological signature of spatial neglect. Brain 137(12):3267–3283. doi:10.​1093/​brain/​awu297 PubMedPubMedCentralCrossRef
Zurück zum Zitat Balthazar MLF, Pereira FRS, Lopes TM, da Silva EL, Coan AC, Campos BM, Duncan NW, Stella F, Northoff G, Damasceno BP, Cendes F (2014) Neuropsychiatric symptoms in Alzheimer’s disease are related to functional connectivity alterations in the salience network: NPS in AD and functional connectivity alterations of SN. Hum Brain Mapp 35(4):1237–1246. doi:10.1002/hbm.22248 PubMedCrossRef Balthazar MLF, Pereira FRS, Lopes TM, da Silva EL, Coan AC, Campos BM, Duncan NW, Stella F, Northoff G, Damasceno BP, Cendes F (2014) Neuropsychiatric symptoms in Alzheimer’s disease are related to functional connectivity alterations in the salience network: NPS in AD and functional connectivity alterations of SN. Hum Brain Mapp 35(4):1237–1246. doi:10.​1002/​hbm.​22248 PubMedCrossRef
Zurück zum Zitat Berman MG, Nee DE, Casement M, Kim HS, Deldin P, Kross E, Gonzalez R, Demiralp E, Gotlib IH, Hamilton P, Joormann J, Waugh C, Jonides J (2011) Neural and behavioral effects of interference resolution in depression and rumination. Cogn Affect Behav Neurosci 11(1):85–96. doi:10.3758/s13415-010-0014-x PubMedPubMedCentralCrossRef Berman MG, Nee DE, Casement M, Kim HS, Deldin P, Kross E, Gonzalez R, Demiralp E, Gotlib IH, Hamilton P, Joormann J, Waugh C, Jonides J (2011) Neural and behavioral effects of interference resolution in depression and rumination. Cogn Affect Behav Neurosci 11(1):85–96. doi:10.​3758/​s13415-010-0014-x PubMedPubMedCentralCrossRef
Zurück zum Zitat Castellanos FX, Margulies DS, Kelly C, Uddin LQ, Ghaffari M, Kirsch A, Shaw D, Shehzad Z, Di Martino A, Biswal B, Sonuga-Barke EJS, Rotrosen J, Adler LA, Milham MP (2008) Cingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/hyperactivity disorder. Biol Psychiatry 63(3):332–337. doi:10.1016/j.biopsych.2007.06.025 PubMedCrossRef Castellanos FX, Margulies DS, Kelly C, Uddin LQ, Ghaffari M, Kirsch A, Shaw D, Shehzad Z, Di Martino A, Biswal B, Sonuga-Barke EJS, Rotrosen J, Adler LA, Milham MP (2008) Cingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/hyperactivity disorder. Biol Psychiatry 63(3):332–337. doi:10.​1016/​j.​biopsych.​2007.​06.​025 PubMedCrossRef
Zurück zum Zitat Cauda F, Sacco K, Duca S, Cocito D, D’Agata F, Geminiani GC, Canavero S (2009) Altered resting state in diabetic neuropathic pain. PLoS One 4(2):e4542 Cauda F, Sacco K, Duca S, Cocito D, D’Agata F, Geminiani GC, Canavero S (2009) Altered resting state in diabetic neuropathic pain. PLoS One 4(2):e4542
Zurück zum Zitat Domján L, Nemes T, Bálint G, Tóth Z, Gömör B (1990) A simple method for measuring lateral flexion of the dorsolumbar spine. J Rheumatol 17(5):663–665PubMed Domján L, Nemes T, Bálint G, Tóth Z, Gömör B (1990) A simple method for measuring lateral flexion of the dorsolumbar spine. J Rheumatol 17(5):663–665PubMed
Zurück zum Zitat Downar J, Crawley AP, Mikulis DJ, Davis KD (2000) A multimodal cortical network for the detection of changes in the sensory environment. Nat Neurosci 3(3):277–283. doi:10.1038/72991 PubMedCrossRef Downar J, Crawley AP, Mikulis DJ, Davis KD (2000) A multimodal cortical network for the detection of changes in the sensory environment. Nat Neurosci 3(3):277–283. doi:10.​1038/​72991 PubMedCrossRef
Zurück zum Zitat Garrett S, Jenkinson T, Kennedy LG, Whitelock H, Gaisford P, Calin A (1994) A new approach to defining disease status in ankylosing spondylitis: the Bath Ankylosing Spondylitis Disease Activity Index. J Rheumatol 21(12):2286–2291PubMed Garrett S, Jenkinson T, Kennedy LG, Whitelock H, Gaisford P, Calin A (1994) A new approach to defining disease status in ankylosing spondylitis: the Bath Ankylosing Spondylitis Disease Activity Index. J Rheumatol 21(12):2286–2291PubMed
Zurück zum Zitat Gay CW, Robinson ME, George SZ, Perlstein WM, Bishop MD (2014) Immediate changes after manual therapy in resting-state functional connectivity as measured by functional magnetic resonance imaging in participants with induced low back pain. J Manip Physiol Ther 37(9):614–627. doi:10.1016/j.jmpt.2014.09.001 CrossRef Gay CW, Robinson ME, George SZ, Perlstein WM, Bishop MD (2014) Immediate changes after manual therapy in resting-state functional connectivity as measured by functional magnetic resonance imaging in participants with induced low back pain. J Manip Physiol Ther 37(9):614–627. doi:10.​1016/​j.​jmpt.​2014.​09.​001 CrossRef
Zurück zum Zitat Gupta A, Rapkin AJ, Gill Z, Kilpatrick L, Fling C, Stains J, Masghati S, Tillisch K, Mayer EA, Labus JS (2015) Disease-related differences in resting state networks: a comparison between localized provoked vulvodynia, irritable bowel syndrome, and healthy control subjects. Pain. doi:10.1097/01.j.pain.0000461289.65571.54 Gupta A, Rapkin AJ, Gill Z, Kilpatrick L, Fling C, Stains J, Masghati S, Tillisch K, Mayer EA, Labus JS (2015) Disease-related differences in resting state networks: a comparison between localized provoked vulvodynia, irritable bowel syndrome, and healthy control subjects. Pain. doi:10.​1097/​01.​j.​pain.​0000461289.​65571.​54
Zurück zum Zitat Hashmi JA, Baliki MN, Huang L, Baria AT, Torbey S, Hermann KM, Schnitzer TJ, Apkarian AV (2013) Shape shifting pain: chronification of back pain shifts brain representation from nociceptive to emotional circuits. Brain 136(9):2751–2768. doi:10.1093/brain/awt211 PubMedPubMedCentralCrossRef Hashmi JA, Baliki MN, Huang L, Baria AT, Torbey S, Hermann KM, Schnitzer TJ, Apkarian AV (2013) Shape shifting pain: chronification of back pain shifts brain representation from nociceptive to emotional circuits. Brain 136(9):2751–2768. doi:10.​1093/​brain/​awt211 PubMedPubMedCentralCrossRef
Zurück zum Zitat Hemington KS, Coulombe M-A (2015) The periaqueductal gray and descending pain modulation: why should we study them and what role do they play in chronic pain? J Neurophysiol. doi:10.1152/jn.00998.2014 PubMed Hemington KS, Coulombe M-A (2015) The periaqueductal gray and descending pain modulation: why should we study them and what role do they play in chronic pain? J Neurophysiol. doi:10.​1152/​jn.​00998.​2014 PubMed
Zurück zum Zitat Hoekzema E, Carmona S, Ramos-Quiroga JA, Richarte Fernández V, Bosch R, Soliva JC, Rovira M, Bulbena A, Tobeña A, Casas M, Vilarroya O (2014) An independent components and functional connectivity analysis of resting state fMRI data points to neural network dysregulation in adult ADHD. Hum Brain Mapp 35(4):1261–1272. doi:10.1002/hbm.22250 PubMedCrossRef Hoekzema E, Carmona S, Ramos-Quiroga JA, Richarte Fernández V, Bosch R, Soliva JC, Rovira M, Bulbena A, Tobeña A, Casas M, Vilarroya O (2014) An independent components and functional connectivity analysis of resting state fMRI data points to neural network dysregulation in adult ADHD. Hum Brain Mapp 35(4):1261–1272. doi:10.​1002/​hbm.​22250 PubMedCrossRef
Zurück zum Zitat Hong JY, Kilpatrick LA, Labus JS, Gupta A, Katibian D, Ashe-McNalley C, Stains J, Heendeniya N, Smith SR, Tillisch K, Naliboff B, Mayer EA (2014) Sex and disease-related alterations of anterior insula functional connectivity in chronic abdominal pain. J Neurosci 34(43):14252–14259. doi:10.1523/jneurosci.1683-14.2014 PubMedPubMedCentralCrossRef Hong JY, Kilpatrick LA, Labus JS, Gupta A, Katibian D, Ashe-McNalley C, Stains J, Heendeniya N, Smith SR, Tillisch K, Naliboff B, Mayer EA (2014) Sex and disease-related alterations of anterior insula functional connectivity in chronic abdominal pain. J Neurosci 34(43):14252–14259. doi:10.​1523/​jneurosci.​1683-14.​2014 PubMedPubMedCentralCrossRef
Zurück zum Zitat Hubbard CS, Khan SA, Keaser ML, Mathur VA, Goyal M, Seminowicz DA (2014) Altered brain structure and function correlate with disease severity and pain catastrophizing in migraine patients. Eneuro 1(1). doi:10.1523/eneuro.0006-14.2014 Hubbard CS, Khan SA, Keaser ML, Mathur VA, Goyal M, Seminowicz DA (2014) Altered brain structure and function correlate with disease severity and pain catastrophizing in migraine patients. Eneuro 1(1). doi:10.​1523/​eneuro.​0006-14.​2014
Zurück zum Zitat Ichesco E, Schmidt-Wilcke T, Bhavsar R, Clauw DJ, Peltier SJ, Kim J, Napadow V, Hampson JP, Kairys AE, Williams DA, Harris RE (2014) Altered resting state connectivity of the insular cortex in individuals with fibromyalgia. J Pain 15(8):815–826.e811. doi:10.1016/j.jpain.2014.04.007 Ichesco E, Schmidt-Wilcke T, Bhavsar R, Clauw DJ, Peltier SJ, Kim J, Napadow V, Hampson JP, Kairys AE, Williams DA, Harris RE (2014) Altered resting state connectivity of the insular cortex in individuals with fibromyalgia. J Pain 15(8):815–826.e811. doi:10.​1016/​j.​jpain.​2014.​04.​007
Zurück zum Zitat Jenkinson TR, Mallorie PA, Whitelock HC, Kennedy LG, Garrett SL, Calin A (1994) Defining spinal mobility in ankylosing spondylitis (AS). The Bath AS Metrology Index. J Rheumatol 21(9):1694–1698PubMed Jenkinson TR, Mallorie PA, Whitelock HC, Kennedy LG, Garrett SL, Calin A (1994) Defining spinal mobility in ankylosing spondylitis (AS). The Bath AS Metrology Index. J Rheumatol 21(9):1694–1698PubMed
Zurück zum Zitat Krupp LB, LaRocca NG, Muir-Nash J, Steinberg AD (1989) The fatigue severity scale. Application to patients with multiple sclerosis and systemic lupus erythematosus. Arch Neurol 46(10):1121–1123PubMedCrossRef Krupp LB, LaRocca NG, Muir-Nash J, Steinberg AD (1989) The fatigue severity scale. Application to patients with multiple sclerosis and systemic lupus erythematosus. Arch Neurol 46(10):1121–1123PubMedCrossRef
Zurück zum Zitat Kucyi A, Hodaie M, Davis KD (2012) Lateralization in intrinsic functional connectivity of the temporoparietal junction with salience- and attention-related brain networks. J Neurophysiol 108(12):3382–3392. doi:10.1152/jn.00674.2012 PubMedCrossRef Kucyi A, Hodaie M, Davis KD (2012) Lateralization in intrinsic functional connectivity of the temporoparietal junction with salience- and attention-related brain networks. J Neurophysiol 108(12):3382–3392. doi:10.​1152/​jn.​00674.​2012 PubMedCrossRef
Zurück zum Zitat Kucyi A, Moayedi M, Weissman-Fogel I, Goldberg MB, Freeman BV, Tenenbaum HC, Davis KD (2014) Enhanced medial prefrontal-default mode network functional connectivity in chronic pain and its association with pain rumination. J Neurosci 34(11):3969–3975. doi:10.1523/jneurosci.5055-13.2014 PubMedCrossRef Kucyi A, Moayedi M, Weissman-Fogel I, Goldberg MB, Freeman BV, Tenenbaum HC, Davis KD (2014) Enhanced medial prefrontal-default mode network functional connectivity in chronic pain and its association with pain rumination. J Neurosci 34(11):3969–3975. doi:10.​1523/​jneurosci.​5055-13.​2014 PubMedCrossRef
Zurück zum Zitat Kucyi A, Hove MJ, Biederman J, Van Dijk KRA, Valera EM (2015) Disrupted functional connectivity of cerebellar default network areas in attention-deficit/hyperactivity disorder: cerebellar Default Network and ADHD. Hum Brain Mapp. doi:10.1002/hbm.22850 PubMedPubMedCentral Kucyi A, Hove MJ, Biederman J, Van Dijk KRA, Valera EM (2015) Disrupted functional connectivity of cerebellar default network areas in attention-deficit/hyperactivity disorder: cerebellar Default Network and ADHD. Hum Brain Mapp. doi:10.​1002/​hbm.​22850 PubMedPubMedCentral
Zurück zum Zitat Liddle EB, Hollis C, Batty MJ, Groom MJ, Totman JJ, Liotti M, Scerif G, Liddle PF (2011) Task-related default mode network modulation and inhibitory control in ADHD: effects of motivation and methylphenidate: default mode network modulation in ADHD. J Child Psychol Psychiatry 52(7):761–771. doi:10.1111/j.1469-7610.2010.02333.x PubMedCrossRef Liddle EB, Hollis C, Batty MJ, Groom MJ, Totman JJ, Liotti M, Scerif G, Liddle PF (2011) Task-related default mode network modulation and inhibitory control in ADHD: effects of motivation and methylphenidate: default mode network modulation in ADHD. J Child Psychol Psychiatry 52(7):761–771. doi:10.​1111/​j.​1469-7610.​2010.​02333.​x PubMedCrossRef
Zurück zum Zitat Linden SVD, Valkenburg HA, Cats A (1984) Evaluation of diagnostic criteria for ankylosing spondylitis. Arthritis Rheum 27(4):361–368PubMedCrossRef Linden SVD, Valkenburg HA, Cats A (1984) Evaluation of diagnostic criteria for ankylosing spondylitis. Arthritis Rheum 27(4):361–368PubMedCrossRef
Zurück zum Zitat Loggia ML, Kim J, Gollub RL, Vangel MG, Kirsch I, Kong J, Wasan AD, Napadow V (2013) Default mode network connectivity encodes clinical pain: an arterial spin labeling study. PAIN® 154(1):24–33. doi:10.1016/j.pain.2012.07.029 Loggia ML, Kim J, Gollub RL, Vangel MG, Kirsch I, Kong J, Wasan AD, Napadow V (2013) Default mode network connectivity encodes clinical pain: an arterial spin labeling study. PAIN® 154(1):24–33. doi:10.​1016/​j.​pain.​2012.​07.​029
Zurück zum Zitat Mattfeld AT, Gabrieli JDE, Biederman J, Spencer T, Brown A, Kotte A, Kagan E, Whitfield-Gabrieli S (2014) Brain differences between persistent and remitted attention deficit hyperactivity disorder. Brain 137(9):2423–2428. doi:10.1093/brain/awu137 PubMedCrossRef Mattfeld AT, Gabrieli JDE, Biederman J, Spencer T, Brown A, Kotte A, Kagan E, Whitfield-Gabrieli S (2014) Brain differences between persistent and remitted attention deficit hyperactivity disorder. Brain 137(9):2423–2428. doi:10.​1093/​brain/​awu137 PubMedCrossRef
Zurück zum Zitat Otti A, Guendel H, Wohlschläger A, Zimmer C, Noll-Hussong M (2013) Frequency shifts in the anterior default mode network and the salience network in chronic pain disorder. BMC Psychiatry 13:84. doi:10.1186/1471-244X-13-84 Otti A, Guendel H, Wohlschläger A, Zimmer C, Noll-Hussong M (2013) Frequency shifts in the anterior default mode network and the salience network in chronic pain disorder. BMC Psychiatry 13:84. doi:10.​1186/​1471-244X-13-84
Zurück zum Zitat Rocca MA, Valsasina P, Martinelli V, Misci P, Falini A, Comi G, Filippi M (2012) Large-scale neuronal network dysfunction in relapsing-remitting multiple sclerosis. Neurology 79(14):1449–1457PubMedCrossRef Rocca MA, Valsasina P, Martinelli V, Misci P, Falini A, Comi G, Filippi M (2012) Large-scale neuronal network dysfunction in relapsing-remitting multiple sclerosis. Neurology 79(14):1449–1457PubMedCrossRef
Zurück zum Zitat Rocca MA, Valsasina P, Absinta M, Moiola L, Ghezzi A, Veggiotti P, Amato MP, Horsfield MA, Falini A, Comi G, Filippi M (2014) Intranetwork and internetwork functional connectivity abnormalities in pediatric multiple sclerosis: large-scale neuronal networks in pediatric MS. Hum Brain Mapp 35(8):4180–4192. doi:10.1002/hbm.22469 PubMedCrossRef Rocca MA, Valsasina P, Absinta M, Moiola L, Ghezzi A, Veggiotti P, Amato MP, Horsfield MA, Falini A, Comi G, Filippi M (2014) Intranetwork and internetwork functional connectivity abnormalities in pediatric multiple sclerosis: large-scale neuronal networks in pediatric MS. Hum Brain Mapp 35(8):4180–4192. doi:10.​1002/​hbm.​22469 PubMedCrossRef
Zurück zum Zitat Seminowicz DA, Wideman TH, Naso L, Hatami-Khoroushahi Z, Fallatah S, Ware MA, Jarzem P, Bushnell MC, Shir Y, Ouellet JA, Stone LS (2011) Effective treatment of chronic low back pain in humans reverses abnormal brain anatomy and function. J Neurosci 31(20):7540–7550. doi:10.1523/jneurosci.5280-10.2011 PubMedCrossRef Seminowicz DA, Wideman TH, Naso L, Hatami-Khoroushahi Z, Fallatah S, Ware MA, Jarzem P, Bushnell MC, Shir Y, Ouellet JA, Stone LS (2011) Effective treatment of chronic low back pain in humans reverses abnormal brain anatomy and function. J Neurosci 31(20):7540–7550. doi:10.​1523/​jneurosci.​5280-10.​2011 PubMedCrossRef
Zurück zum Zitat Sharp TJ, Harvey AG (2001) Chronic pain and posttraumatic stress disorder: mutual maintenance? Clin Psychol Rev 21(6):857–877PubMedCrossRef Sharp TJ, Harvey AG (2001) Chronic pain and posttraumatic stress disorder: mutual maintenance? Clin Psychol Rev 21(6):857–877PubMedCrossRef
Zurück zum Zitat Sharp DJ, Beckmann CF, Greenwood R, Kinnunen KM, Bonnelle V, De Boissezon X, Powell JH, Counsell SJ, Patel MC, Leech R (2011) Default mode network functional and structural connectivity after traumatic brain injury. Brain 134(8):2233–2247. doi:10.1093/brain/awr175 PubMedCrossRef Sharp DJ, Beckmann CF, Greenwood R, Kinnunen KM, Bonnelle V, De Boissezon X, Powell JH, Counsell SJ, Patel MC, Leech R (2011) Default mode network functional and structural connectivity after traumatic brain injury. Brain 134(8):2233–2247. doi:10.​1093/​brain/​awr175 PubMedCrossRef
Zurück zum Zitat Sridharan D, Levitin DJ, Menon V (2008) A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci 105(34):12569–12574PubMedPubMedCentralCrossRef Sridharan D, Levitin DJ, Menon V (2008) A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci 105(34):12569–12574PubMedPubMedCentralCrossRef
Zurück zum Zitat Stagg NJ, Mata HP, Ibrahim MM, Henriksen EJ, Porreca F, Vanderah TW, Malan TP Jr (2011) Regular exercise reverses sensory hypersensitivity in a rat neuropathic pain model. Anesthesiology 114(4):940–948. doi:10.1097/ALN.0b013e318210f880 Stagg NJ, Mata HP, Ibrahim MM, Henriksen EJ, Porreca F, Vanderah TW, Malan TP Jr (2011) Regular exercise reverses sensory hypersensitivity in a rat neuropathic pain model. Anesthesiology 114(4):940–948. doi:10.​1097/​ALN.​0b013e318210f880​
Zurück zum Zitat Stubbs B, Schofield P, Patchay S (2014) Mobility limitations and fall-related factors contribute to the reduced health-related quality of life in older adults with chronic musculoskeletal pain. Pain Pract. doi:10.1111/papr.12264 PubMed Stubbs B, Schofield P, Patchay S (2014) Mobility limitations and fall-related factors contribute to the reduced health-related quality of life in older adults with chronic musculoskeletal pain. Pain Pract. doi:10.​1111/​papr.​12264 PubMed
Zurück zum Zitat Sullivan MJLB, Scott R, Pivik Jayne (1995) The Pain Catastrophizing Scale: development and validation. Psychol Assess 7(4):524–532CrossRef Sullivan MJLB, Scott R, Pivik Jayne (1995) The Pain Catastrophizing Scale: development and validation. Psychol Assess 7(4):524–532CrossRef
Zurück zum Zitat Sun L, Cao Q, Long X, Sui M, Cao X, Zhu C, Zuo X, An L, Song Y, Zang Y, Wang Y (2012) Abnormal functional connectivity between the anterior cingulate and the default mode network in drug-naïve boys with attention deficit hyperactivity disorder. Psychiatry Res 201(2):120–127. doi:10.1016/j.pscychresns.2011.07.001 PubMedCrossRef Sun L, Cao Q, Long X, Sui M, Cao X, Zhu C, Zuo X, An L, Song Y, Zang Y, Wang Y (2012) Abnormal functional connectivity between the anterior cingulate and the default mode network in drug-naïve boys with attention deficit hyperactivity disorder. Psychiatry Res 201(2):120–127. doi:10.​1016/​j.​pscychresns.​2011.​07.​001 PubMedCrossRef
Zurück zum Zitat Sundermann B, Burgmer M, Pogatzki-Zahn E, Gaubitz M, Stüber C, Wessolleck E, Heuft G, Pfleiderer B (2014) Diagnostic classification based on functional connectivity in chronic pain: model optimization in fibromyalgia and rheumatoid arthritis. Acad Radiol 21(3):369–377. doi:10.1016/j.acra.2013.12.003 PubMedCrossRef Sundermann B, Burgmer M, Pogatzki-Zahn E, Gaubitz M, Stüber C, Wessolleck E, Heuft G, Pfleiderer B (2014) Diagnostic classification based on functional connectivity in chronic pain: model optimization in fibromyalgia and rheumatoid arthritis. Acad Radiol 21(3):369–377. doi:10.​1016/​j.​acra.​2013.​12.​003 PubMedCrossRef
Zurück zum Zitat van der Heijde D, Breban M, Halter D, DiVittorio G, Bratt J, Cantini F, Kary S, Pangan AL, Kupper H, Rathmann SS, Sieper J, Mease PJ (2014) Maintenance of improvement in spinal mobility, physical function and quality of life in patients with ankylosing spondylitis after 5 years in a clinical trial of adalimumab. Rheumatology (Oxford). doi:10.1093/rheumatology/keu438 van der Heijde D, Breban M, Halter D, DiVittorio G, Bratt J, Cantini F, Kary S, Pangan AL, Kupper H, Rathmann SS, Sieper J, Mease PJ (2014) Maintenance of improvement in spinal mobility, physical function and quality of life in patients with ankylosing spondylitis after 5 years in a clinical trial of adalimumab. Rheumatology (Oxford). doi:10.​1093/​rheumatology/​keu438
Zurück zum Zitat Wu Q, Inman RD, Davis KD (2013) Neuropathic pain in ankylosing spondylitis: a psychophysics and brain imaging study: neuropathic pain in AS. Arthritis Rheum 65(6):1494–1503. doi:10.1002/art.37920 PubMedCrossRef Wu Q, Inman RD, Davis KD (2013) Neuropathic pain in ankylosing spondylitis: a psychophysics and brain imaging study: neuropathic pain in AS. Arthritis Rheum 65(6):1494–1503. doi:10.​1002/​art.​37920 PubMedCrossRef
Zurück zum Zitat Wu Q, Inman RD, Davis KD (2014) Fatigue in ankylosing spondylitis is associated with the brain networks of sensory salience and attention: neuroimaging of fatigue-associated brain networks in AS. Arthritis Rheumatol 66(2):295–303. doi:10.1002/art.38244 PubMedCrossRef Wu Q, Inman RD, Davis KD (2014) Fatigue in ankylosing spondylitis is associated with the brain networks of sensory salience and attention: neuroimaging of fatigue-associated brain networks in AS. Arthritis Rheumatol 66(2):295–303. doi:10.​1002/​art.​38244 PubMedCrossRef
Metadaten
Titel
Abnormal cross-network functional connectivity in chronic pain and its association with clinical symptoms
verfasst von
Kasey S. Hemington
Qi Wu
Aaron Kucyi
Robert D. Inman
Karen D. Davis
Publikationsdatum
15.12.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Brain Structure and Function / Ausgabe 8/2016
Print ISSN: 1863-2653
Elektronische ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-015-1161-1

Weitere Artikel der Ausgabe 8/2016

Brain Structure and Function 8/2016 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.