Skip to main content

Neuroimaging Studies of Primary Dysmenorrhea

  • Chapter
  • First Online:

Part of the book series: Advances in Experimental Medicine and Biology ((AEMB,volume 1099))

Abstract

Primary dysmenorrhea (PDM), cyclic menstrual pain in the absence of pelvic anomalies, is one of the most common gynecological disorders in reproductive females. Classified as chronic pelvic pain syndrome, PDM encompasses recurrent spontaneous painful (“on”) and pain-free (“off”) states and is thus a good clinical model to study state- and trait-related changes of pain in the brain. In this chapter, we summarize state-of-the-art neuroimaging studies of primary dysmenorrhea from phenotype and endophenotype to genotype facets. Structural and functional brain alterations associated with primary dysmenorrhea are discussed.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Alexander AL, Lee JE, Lazar M, Field AS (2007) Diffusion tensor imaging of the brain. Neurotherapeutics 4:316–329. https://doi.org/10.1016/j.nurt.2007.05.011

    Article  PubMed  PubMed Central  Google Scholar 

  2. Altman G, Cain KC, Motzer S, Jarrett M, Burr R, Heitkemper M (2006) Increased symptoms in female IBS patients with dysmenorrhea and PMS. Gastroenterol Nurs 29:4–11. https://doi.org/10.1097/00001610-200601000-00002

    Article  PubMed  Google Scholar 

  3. Amodei N, Nelson-Gray RO (1989) Reactions of dysmenorrheic and nondysmenorrheic women to experimentally induced pain throughout the menstrual cycle. J Behav Med 12:373–385. https://doi.org/10.1007/BF00844930

    Article  CAS  PubMed  Google Scholar 

  4. Baillet S (2017) Magnetoencephalography for brain electrophysiology and imaging. Nat Neurosci 20:327–339. https://doi.org/10.1038/nn.4504

    Article  CAS  PubMed  Google Scholar 

  5. Bajaj P, Bajaj P, Madsen H, Arendt-Nielsen L (2002) A comparison of modality-specific somatosensory changes during menstruation in dysmenorrheic and nondysmenorrheic women. Clin J Pain 18:180–190

    Article  PubMed  Google Scholar 

  6. Baliki MN, Schnitzer TJ, Bauer WR, Apkarian AV (2011) Brain morphological signatures for chronic pain. PLoS One 6. :https://doi.org/10.1371/journal.pone.0026010

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Barnard K, Frayne SM, Skinner KM, Sullivan LM (2003) Health status among women with menstrual symptoms. J Women's Health 12:911–919. https://doi.org/10.1089/154099903770948140

    Article  Google Scholar 

  8. Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system – a technical review. NMR Biomed 15:435–455. https://doi.org/10.1002/nbm.782

    Article  PubMed  Google Scholar 

  9. Behbehani MM (1995) Functional characteristics of the midbrain periaqueductal gray. Prog Neurobiol 46:575–605. https://doi.org/10.1016/0301-0082(95)00009-K

    Article  CAS  PubMed  Google Scholar 

  10. Berkley KJ (2013) Primary dysmenorrhea: an urgent mandate. Pain: Clin Updates 21:1–8

    Google Scholar 

  11. Berman SM, Naliboff BD, Suyenobu B, Labus JS, Stains J, Ohning G, Kilpatrick L, Bueller JA, Ruby K, Jarcho J, Mayer EA (2008) Reduced brainstem inhibition during anticipated pelvic visceral pain correlates with enhanced brain response to the visceral stimulus in women with irritable bowel syndrome. J Neurosci 28:349–359. https://doi.org/10.1523/JNEUROSCI.2500-07.2008

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Biswal B, Zerrin Yetkin F, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537–541. https://doi.org/10.1002/mrm.1910340409

    Article  CAS  PubMed  Google Scholar 

  13. Brinkert W, Dimcevski G, Arendt-Nielsen L, Drewes AM, Wilder-Smith OH (2007) Dysmenorrhoea is associated with hypersensitivity in the sigmoid colon and rectum. Pain 132(Suppl):S46–S51. https://doi.org/10.1016/j.pain.2006.12.011

    Article  PubMed  Google Scholar 

  14. Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain’s default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1–38. https://doi.org/10.1196/annals.1440.011

    Article  PubMed  Google Scholar 

  15. Burgmer M, Petzke F, Giesecke T, Gaubitz M, Heuft G, Pfleiderer B (2011) Cerebral activation and catastrophizing during pain anticipation in patients with fibromyalgia. Psychosom Med 73:751–759. https://doi.org/10.1097/PSY.0b013e318236588a

    Article  PubMed  Google Scholar 

  16. Busch NA, Dubois J, VanRullen R (2009) The phase of ongoing EEG oscillations predicts visual perception. J Neurosci 29:7869–7876

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Bushnell MC, Čeko M, Low LA (2013) Cognitive and emotional control of pain and its disruption in chronic pain. Nat Rev Neurosci 14:502–511. https://doi.org/10.1038/nrn3516.Cognitive

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Buskila D (2007) Genetics of chronic pain states. Best Pract Res Clin Rheumatol 21:535–547. https://doi.org/10.1016/j.berh.2007.02.011

    Article  CAS  PubMed  Google Scholar 

  19. Canolty RT, Knight RT (2010) The functional role of cross-frequency coupling. Trends Cogn Sci 14:506–515. https://doi.org/10.1016/j.tics.2010.09.001

    Article  PubMed  PubMed Central  Google Scholar 

  20. Carrive P, Morgan MM (2012) Periaqueductal Gray. Hum Nerv Sys Elsevier https://doi.org/10.1016/B978-0-12-374236-0.10010-0

    Chapter  Google Scholar 

  21. Cauda F, Palermo S, Costa T, Torta R, Duca S, Vercelli U, Geminiani G, Torta DME (2014) Gray matter alterations in chronic pain: a network-oriented meta-analytic approach. NeuroImage: Clin 4:676–686. https://doi.org/10.1016/j.nicl.2014.04.007

    Article  Google Scholar 

  22. Chan HL, Chen YS, Chen LF, Baillet S (2015) Beamformer-based imaging of phase-amplitude coupling using electromagnetic brain activity. Paper presented at the Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE

    Google Scholar 

  23. Chen Y-S, Cheng C-Y, Hsieh J-C, Chen L-F (2006) Maximum contrast beamformer for electromagnetic mapping of brain activity. IEEE Trans Biomed Eng 53:1765–1774

    Article  PubMed  Google Scholar 

  24. Chen Z, Patel P, Sant G, Meng C, Teng K, Hempstead B, Lee F (2004) Variant Brain-Derived Neurotrophic Factor (BDNF) (Met66) alters the intracellular trafficking and activity-dependent secretion of wild-type BDNF in neurosecretory cells and cortical neurons. J Neurosci 24:4401–4411. https://doi.org/10.1523/JNEUROSCI.0348-04.2004

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Cheng Y, Yang C-Y, Lin C-P, Lee P-L, Decety J (2008) The perception of pain in others suppresses somatosensory oscillations: a magnetoencephalography study. NeuroImage 40:1833–1840

    Article  PubMed  Google Scholar 

  26. Chung SD, Liu SP, Lin HC, Kang JH (2014) Association of dysmenorrhea with interstitial cystitis/bladder pain syndrome: a case-control study. Acta Obstet Gynecol Scand 93:921–925. https://doi.org/10.1111/aogs.12437

    Article  PubMed  Google Scholar 

  27. Cifre I, Sitges C, Fraiman D, Muñoz MA, Balenzuela P, González-Roldán AM, Martínez-Jauand M, Birbaumer N, Chialvo DR, Montoya P (2012) Disrupted functional connectivity of the pain network in fibromyalgia. Psychosom Med 74:55–62. https://doi.org/10.1097/PSY.0b013e3182408f04

    Article  PubMed  Google Scholar 

  28. Costa M, Goldberger AL, Peng C-K (2002) Multiscale entropy analysis of complex physiologic time series. Phys Rev Lett 89:6–9. https://doi.org/10.1103/PhysRevLett.89.068102

    Article  CAS  Google Scholar 

  29. Costa M, Goldberger AL, Peng CK (2005) Multiscale entropy analysis of biological signals. Phys Rev E Stat Nonlinear Soft Matter Phys 71:1–18. https://doi.org/10.1103/PhysRevE.71.021906

    Article  CAS  Google Scholar 

  30. Covington HE, Maze I, Sun H, Bomze HM, DeMaio KD, Wu EY, Dietz DM, Lobo MK, Ghose S, Mouzon E, Neve RL, Tamminga CA, Nestler EJ (2011) A role for repressive histone methylation in cocaine-induced vulnerability to stress. Neuron 71:656–670. https://doi.org/10.1016/j.neuron.2011.06.007

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Craig AD (2003) Interoception: the sense of the physiological condition of the body. Curr Opin Neurobiol 13:500–505

    Article  CAS  PubMed  Google Scholar 

  32. Davis KD, Flor H, Greely HT, Iannetti GD, Mackey S, Ploner M, Pustilnik A, Tracey I, Treede R-D, Wager TD (2017) Brain imaging tests for chronic pain: medical, legal and ethical issues and recommendations. Nat Rev Neurol 13:624–638. https://doi.org/10.1038/nrneurol.2017.122

    Article  PubMed  Google Scholar 

  33. Dawood MY (1985) Dysmenorrhea. J Reprod Med 30:154–167

    CAS  PubMed  Google Scholar 

  34. Dawood MY (2006) Primary dysmenorrhea: advances in pathogenesis and management. Obstet Gynecol 108:428–441. https://doi.org/10.1097/01.AOG.0000230214.26638.0c

    Article  PubMed  Google Scholar 

  35. Denk F, McMahon SB, Tracey I (2014) Pain vulnerability: a neurobiological perspective. Nat Neurosci 17. https://doi.org/10.1038/nn.3628

    Article  CAS  PubMed  Google Scholar 

  36. Derbyshire SWG (2003) A systematic review of neuroimaging data during visceral stimulation. Am J Gastroenterol 98:12–20

    Article  PubMed  Google Scholar 

  37. Desouza DD, Hodaie M, Davis KD (2014) Abnormal trigeminal nerve microstructure and brain white matter in idiopathic trigeminal neuralgia. Pain 155:37–44. https://doi.org/10.1016/j.pain.2013.08.029

    Article  PubMed  Google Scholar 

  38. Di Lorenzo C, Di Lorenzo G, Daverio A, Pasqualetti P, Coppola G, Giannoudas I, Barone Y, Grieco GS, Niolu C, Pascale E, Santorelli FM, Nicoletti F, Pierelli F, Siracusano A, Seri S (2012) The Val66Met polymorphism of the BDNF gene influences trigeminal pain-related evoked responses. J Pain 13:866–873. https://doi.org/10.1016/j.jpain.2012.05.014

    Article  CAS  PubMed  Google Scholar 

  39. Dorn LD, Negriff S, Huang B, Pabst S, Hillman J, Braverman P, Susman EJ (2009) Menstrual symptoms in adolescent girls: association with smoking, depressive symptoms, and anxiety. J Adolesc Health 44:237–243. https://doi.org/10.1016/j.jadohealth.2008.07.018

    Article  PubMed  Google Scholar 

  40. Dun W, Yang J, Yang L, Ma S, Guo C, Zhang X, Zhang H, Liu H, Zhang M (2017) Abnormal white matter integrity during pain-free periovulation is associated with pain intensity in primary dysmenorrhea. Brain Imaging Behav 11:1061–1070

    Article  PubMed  Google Scholar 

  41. Egan MF, Kojima M, Callicott JH, Goldberg TE, Kolachana BS, Bertolino A, Zaitsev E, Gold B, Goldman D, Dean M, Lu B, Weinberger DR (2003) The BDNF val66met polymorphism affects activity-dependent secretion of BDNF and human memory and hippocampal function. Cell 112:257–269. https://doi.org/10.1016/S0092-8674(03)00035-7

    Article  CAS  PubMed  Google Scholar 

  42. Fell J, Axmacher N (2011) The role of phase synchronization in memory processes. Nat Rev Neurosci 12:105–118. https://doi.org/10.1038/nrn2979

    Article  CAS  PubMed  Google Scholar 

  43. Fields HL (2004) State-dependent opioid control of pain. Nat Rev Neurosci 5:565–575. https://doi.org/10.1038/nrn1431

    Article  CAS  PubMed  Google Scholar 

  44. Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8:700–711. https://doi.org/10.1038/nrn2201

    Article  CAS  PubMed  Google Scholar 

  45. Frank L, Wiegand SJ, Siuciak JA, Lindsay RM, Rudge JS (1997) Effects of BDNF infusion on the regulation of TrkB protein and message in adult rat brain. Exp Neurol 145:62–70. https://doi.org/10.1006/exnr.1997.6440

    Article  CAS  PubMed  Google Scholar 

  46. Fransson P (2005) Spontaneous low-frequency BOLD signal fluctuations: an fMRI investigation of the resting-state default mode of brain function hypothesis. Hum Brain Mapp 26:15–29. https://doi.org/10.1002/hbm.20113

    Article  PubMed  PubMed Central  Google Scholar 

  47. Garrett DD, Samanez-Larkin GR, MacDonald SWS, Lindenberger U, McIntosh AR, Grady CL (2013) Moment-to-moment brain signal variability: a next frontier in human brain mapping? Neurosci Biobehav Rev 37:610–624. https://doi.org/10.1016/j.neubiorev.2013.02.015

    Article  PubMed  PubMed Central  Google Scholar 

  48. Giamberardino MA (2008) Women and visceral pain: are the reproductive organs the main protagonists? Mini-review at the occasion of the “European week against pain in women 2007”. Eur J Pain 12:257–260. https://doi.org/10.1016/j.ejpain.2007.11.007

    Article  PubMed  Google Scholar 

  49. Good CD, Johnsrude IS, Ashburner J, Henson RNA, Friston KJ, Frackowiak RSJ (2001) A voxel-based morphometric study of ageing in 465 normal adult human brains. NeuroImage 14:21–36. https://doi.org/10.1006/nimg.2001.0786

    Article  CAS  PubMed  Google Scholar 

  50. Gottmann K, Mittmann T, Lessmann V (2009) BDNF signaling in the formation, maturation and plasticity of glutamatergic and GABAergic synapses. Exp Brain Res 199:203–234. https://doi.org/10.1007/s00221-009-1994-z

    Article  CAS  PubMed  Google Scholar 

  51. Granot M, Yarnitsky D, Itskovitz-Eldor J, Granovsky Y, Peer E, Zimmer EZ (2001) Pain perception in women with dysmenorrhea. Obstet Gynecol 98:407–411

    CAS  PubMed  Google Scholar 

  52. Hager B, Yang AC, Brady R, Meda S, Clementz B, Pearlson GD, Sweeney JA, Tamminga C, Keshavan M (2017) Neural complexity as a potential translational biomarker for psychosis. J Affect Disord 216:89–99. https://doi.org/10.1016/j.jad.2016.10.016

    Article  PubMed  Google Scholar 

  53. Ham EA, Cirillo VJ, Zanetti ME, Kuehl FA (1975) Estrogen-directed synthesis of specific prostaglandins in uterus. Proc Natl Acad Sci U S A 72:1420–1424. https://doi.org/10.1073/pnas.72.4.1420

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Hämäläinen M, Hari R, Ilmoniemi RJ, Knuutila J, Lounasmaa OV (1993) Magnetoencephalography theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys 65:413–497. https://doi.org/10.1103/RevModPhys.65.413

    Article  Google Scholar 

  55. Hariri AR, Drabant EM, Weinberger DR (2006) Imaging genetics: perspectives from studies of genetically driven variation in serotonin function and corticolimbic affective processing. Biol Psychiatry 59(10):888–897. https://doi.org/10.1016/j.biopsych.2005.11.005

    Article  CAS  PubMed  Google Scholar 

  56. 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 136:2751–2768. https://doi.org/10.1093/brain/awt211

    Article  PubMed  PubMed Central  Google Scholar 

  57. Heinricher MM, Tavares I, Leith JL, Lumb BM (2009) Descending control of nociception: specificity, recruitment and plasticity. Brain Res Rev 60. NIH Public Access. https://doi.org/10.1016/j.brainresrev.2008.12.009

    Article  CAS  PubMed  Google Scholar 

  58. Hong J-Y, 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 34:14252–14259. https://doi.org/10.1523/JNEUROSCI.1683-14.2014

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  59. Hyafil A, Giraud AL, Fontolan L, Gutkin B (2015) Neural cross-frequency coupling: connecting architectures, mechanisms, and functions. Trends Neurosci 38:725–740. https://doi.org/10.1016/j.tins.2015.09.001

    Article  CAS  PubMed  Google Scholar 

  60. Iacovides S, Avidon I, Baker FC (2015) What we know about primary dysmenorrhea today: a critical review. Hum Reprod Update 21:762–778. https://doi.org/10.1093/humupd/dmv039

    Article  CAS  PubMed  Google Scholar 

  61. Jacobson L, Sapolsky R (1991) The role of the hippocampus in feedback regulation of the hypothalamic-pituitary-adrenocortical axis. Endocr Rev 12:118–134

    Article  CAS  PubMed  Google Scholar 

  62. Kong J, Tu P-C, Zyloney C, Su T-P (2010) Intrinsic functional connectivity of the periaqueductal gray, a resting fMRI study. Behav Brain Res 211:215–219. https://doi.org/10.1016/j.bbr.2010.03.042.Intrinsic

    Article  PubMed  PubMed Central  Google Scholar 

  63. Kringelbach ML (2005) The human orbitofrontal cortex: linking reward to hedonic experience. Nat Rev Neurosci 6:691

    Article  CAS  PubMed  Google Scholar 

  64. Kucyi A, Davis KD (2015) The dynamic pain connectome. Trends Neurosci 38:86–95. https://doi.org/10.1016/j.tins.2014.11.006

    Article  CAS  PubMed  Google Scholar 

  65. 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 34:3969–3975. https://doi.org/10.1523/JNEUROSCI.5055-13.2014

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Kuo PC, Chen YT, Chen YS, Chen LF (2017) Decoding the perception of endogenous pain from resting-state MEG. NeuroImage 144:1–11. https://doi.org/10.1016/j.neuroimage.2016.09.040

    Article  PubMed  Google Scholar 

  67. Kutch JJ, Tu FF (2016) Altered brain connectivity in dysmenorrhea: pain modulation and the motor cortex. Pain 157:5–6. https://doi.org/10.1097/j.pain.0000000000000364

    Article  PubMed  PubMed Central  Google Scholar 

  68. Latremoliere A, Woolf CJ (2009) Central sensitization: a generator of pain hypersensitivity by central neural plasticity. J Pain 10:895–926. https://doi.org/10.1016/j.jpain.2009.06.012

    Article  PubMed  PubMed Central  Google Scholar 

  69. LeDoux J (2007) The amygdala. Curr Biol 17(20):R868–R874. https://doi.org/10.1016/j.cub.2007.08.005

    Article  CAS  PubMed  Google Scholar 

  70. Lee L-C, Tu C-H, Chen L-F, Shen H-D, Chao H-T, Lin M-W, Hsieh J-C (2014) Association of brain-derived neurotrophic factor gene VAL66MET polymorphism with primary dysmenorrhea. PLoS One 9:e112766. https://doi.org/10.1371/journal.pone.0112766

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  71. Lee PS, Low I, Chen YS, Tu CH, Chao HT, Hsieh JC, Chen LF (2017) Encoding of menstrual pain experience with theta oscillations in women with primary dysmenorrhea. Sci Rep 7:15977. https://doi.org/10.1038/s41598-017-16039-4

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  72. Lewis CM, Baldassarre A, Committeri G, Romani GL, Corbetta M (2009) Learning sculpts the spontaneous activity of the resting human brain. Proc Natl Acad Sci U S A 106:17558–17563. https://doi.org/10.1073/pnas.0902455106

    Article  PubMed  PubMed Central  Google Scholar 

  73. Li WC, Tu CH, Chao HT, Yeh TC, Chen LF, Hsieh JC (2015) High prevalence of incidental brain findings in primary dysmenorrhoea. Eur J Pain 19:1071–1074

    Article  CAS  PubMed  Google Scholar 

  74. Liang WK, Lo MT, Yang AC, Peng CK, Cheng SK, Tseng P, Juan CH (2014) Revealing the brain’s adaptability and the transcranial direct current stimulation facilitating effect in inhibitory control by multiscale entropy. NeuroImage 90:218–234. https://doi.org/10.1016/j.neuroimage.2013.12.048

    Article  PubMed  Google Scholar 

  75. Lieberman G, Shpaner M, Watts R, Andrews T, Filippi CG, Davis M, Naylor MR (2014) White matter involvement in chronic musculoskeletal pain. J Pain 15:1110–1119. https://doi.org/10.1016/j.jpain.2014.08.002

    Article  PubMed  PubMed Central  Google Scholar 

  76. Lin CS, Liu Y, Huang WY, Lu CF, Teng S, Ju TC, He Y, Wu YT, Jiang T, Hsieh JC (2013) Sculpting the intrinsic modular organization of spontaneous brain activity by art. PLoS One 8:1–13. https://doi.org/10.1371/journal.pone.0066761

    Article  CAS  Google Scholar 

  77. Linnman C, Moulton EA, Barmettler G, Becerra L, Borsook D (2012) Neuroimaging of the periaqueductal gray: state of the field. NeuroImage 60:505–522. https://doi.org/10.1016/j.neuroimage.2011.11.095

    Article  PubMed  Google Scholar 

  78. Liu CC, Chien JH, Kim JH, Chuang YF, Cheng DT, Anderson WS, Lenz FA (2015) Cross-frequency coupling in deep brain structures upon processing the painful sensory inputs. Neuroscience 303:412–421

    Article  CAS  PubMed  Google Scholar 

  79. Liu J, Liu H, Mu J, Xu Q, Chen T, Dun W, Yang J, Tian J, Hu L, Zhang M (2017a) Altered white matter microarchitecture in the cingulum bundle in women with primary dysmenorrhea: a tract-based analysis study. Hum Brain Mapp 38:4430–4443. https://doi.org/10.1002/hbm.23670

    Article  PubMed  PubMed Central  Google Scholar 

  80. Liu P, Wang G, Liu Y, Yu Q, Yang F, Jin L, Sun J, Yang X, Qin W, Calhoun VD (2016a) White matter microstructure alterations in primary dysmenorrhea assessed by diffusion tensor imaging. Sci Rep 6:25836. https://doi.org/10.1038/srep25836

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Liu P, Yang J, Wang G, Liu Y, Liu X, Jin L, Liang F, Qin W, Calhoun VD (2016b) Altered regional cortical thickness and subcortical volume in women with primary dysmenorrhoea. Eur J Pain (U K) 20(4):512–520. https://doi.org/10.1002/ejp.753

    Article  CAS  Google Scholar 

  82. Liu Q, Chen YF, Fan SZ, Abbod MF, Shieh JS (2017b) EEG artifacts reduction by multivariate empirical mode decomposition and multiscale entropy for monitoring depth of anaesthesia during surgery. Med Biol Eng Comput 55:1435–1450. https://doi.org/10.1007/s11517-016-1598-2

    Article  PubMed  Google Scholar 

  83. Low I, Kuo P-C, Liu Y-H, Tsai C-L, Chao H-T, Hsieh J-C, Chen L-F, Chen Y-S (2017) Altered brain complexity in women with primary dysmenorrhea: a resting-state magneto-encephalography study using multiscale entropy analysis. Entropy 19:680. https://doi.org/10.3390/e19120680680

    Article  Google Scholar 

  84. Macfarlane GJ, Jones GT, Mcbeth J (2013) Chapter 76 – epidemiology of pain, Wall and Melzack’s textbook of pain, vol 75, 6th edn. Elsevier Ltd, Philadelphia. https://doi.org/10.1016/B978-0-7020-4059-7.00016-4

    Book  Google Scholar 

  85. Mainero C, Boshyan J, Hadjikhani N (2011) Altered functional magnetic resonance imaging resting-state connectivity in periaqueductal gray networks in migraine. Ann Neurol 70:838–845. https://doi.org/10.1002/ana.22537

    Article  PubMed  PubMed Central  Google Scholar 

  86. McDonough IM, Nashiro K, Nagarajan SS, Chang C, Gorgolewski K (2014) Network complexity as a measure of information processing across resting-state networks: evidence from the Human Connectome Project. Front Hum Neurosci 8:1–15. https://doi.org/10.3389/fnhum.2014.00409

    Article  Google Scholar 

  87. Melorose J, Perroy R, Careas S (2015) MEG: in introduction to methods. Statewide Agricultural Land Use Baseline 2015 1. https://doi.org/10.1017/CBO9781107415324.004

  88. Merighi A, Salio C, Ghirri A, Lossi L, Ferrini F, Betelli C, Bardoni R (2008) BDNF as a pain modulator. Prog Neurobiol 85:297–317. https://doi.org/10.1016/j.pneurobio.2008.04.004

    Article  CAS  PubMed  Google Scholar 

  89. Merskey H, Bogduk N (2002) Classification of chronic pain: descriptions of chronic pain syndromes and definitions of pain terms. IASP Pain Terminology, Seattle, p 240

    Google Scholar 

  90. Mizoguchi K, Ishige A, Aburada M, Tabira T (2003) Chronic stress attenuates glucocorticoid negative feedback: involvement of the prefrontal cortex and hippocampus. Neuroscience 119:887–897

    Article  CAS  PubMed  Google Scholar 

  91. Mogil JS (2012a) Pain genetics: past, present and future. Trends Genet 28:258–266. https://doi.org/10.1016/j.tig.2012.02.004

    Article  CAS  PubMed  Google Scholar 

  92. Mogil JS (2012b) Sex differences in pain and pain inhibition: multiple explanations of a controversial phenomenon. Nature Publishing Group, 1–8. https://doi.org/10.1038/nrn3360

    Article  CAS  PubMed  Google Scholar 

  93. Moses SN, Houck JM, Martin T, Hanlon FM, Ryan JD, Thoma RJ, Weisend MP, Jackson EM, Pekkonen E, Tesche CD (2007) Dynamic neural activity recorded from human amygdala during fear conditioning using magnetoencephalography. Brain Res Bull 71:452–460

    Article  PubMed  Google Scholar 

  94. Napadow V, LaCount L, Park K, As-Sanie S, Clauw DJ, Harris RE (2010) Intrinsic brain connectivity in fibromyalgia is associated with chronic pain intensity. Arthritis Rheum 62:2545–2555. https://doi.org/10.1002/art.27497

    Article  PubMed  PubMed Central  Google Scholar 

  95. Ossipov MH, Dussor GO, Porreca F (2010) Central modulation of pain. J Clin Investig 120:3779–3787. American Society for Clinical Investigation. https://doi.org/10.1172/JCI43766

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Pan J-C, Tsai Y-T, Lai J-N, Fang R-C, Yeh C-H (2014) The traditional Chinese medicine prescription pattern of patients with primary dysmenorrhea in Taiwan: a large-scale cross sectional survey. J Ethnopharmacol 152:314–319. https://doi.org/10.1016/j.jep.2014.01.002

    Article  PubMed  Google Scholar 

  97. Peng W, Tang D (2016) Pain related cortical oscillations: methodological advances and potential applications. Front Comput Neurosci 10:9. https://doi.org/10.3389/fncom.2016.00009

    Article  PubMed  PubMed Central  Google Scholar 

  98. Ploner M, May ES (2017) EEG and MEG in pain research – current state and future perspectives. Pain:1. https://doi.org/10.1097/j.pain.0000000000001087

    Article  PubMed  Google Scholar 

  99. Ploner M, Sorg C, Gross J (2016) Brain rhythms of pain. Trends Cogn Sci 0:423–439. https://doi.org/10.1016/j.tics.2016.12.001

    Article  Google Scholar 

  100. Proctor M (2006) Diagnosis and management of dysmenorrhoea. BMJ 332:1134–1138. https://doi.org/10.1136/bmj.332.7550.1134

    Article  PubMed  PubMed Central  Google Scholar 

  101. Quartana PJ, Campbell CM, Edwards RR (2009) Pain catastrophizing: a critical review. Expert Rev Neurother 9:745–758. https://doi.org/10.1586/ern.09.34

    Article  PubMed  PubMed Central  Google Scholar 

  102. Rasetti R, Weinberger DR (2011) Intermediate phenotypes in psychiatric disorders. Curr Opin Genet Dev 21:340–348. https://doi.org/10.1016/j.gde.2011.02.003

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  103. Richman JS, MJ R, Moorman JR (2000) Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 278:H2039–H2049. https://doi.org/10.1103/physreva.29.975

    Article  CAS  PubMed  Google Scholar 

  104. Rodriguez-Raecke R, Niemeier A, Ihle K, Ruether W, May A (2009) Brain gray matter decrease in chronic pain is the consequence and not the cause of pain. J Neurosci 29:13746–13750

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  105. Rogachov A, Cheng JC, Erpelding N, Hemington KS, Crawley AP, Davis KD (2016) Regional brain signal variability: a novel indicator of pain sensitivity and coping. Pain 157:2483–2492. https://doi.org/10.1097/j.pain.0000000000000665

    Article  PubMed  Google Scholar 

  106. Rolls ET (2015) Limbic systems for emotion and for memory, but no single limbic system. Cortex 62:119–157. https://doi.org/10.1016/j.cortex.2013.12.005

    Article  PubMed  Google Scholar 

  107. Rosenkranz MA, Davidson RJ (2009) Affective neural circuitry and mind-body influences in asthma. NeuroImage 47(3):972–980. https://doi.org/10.1016/j.neuroimage.2009.05.042

    Article  PubMed  Google Scholar 

  108. Sadler TW (2011) Langman’s medical embryology

    Google Scholar 

  109. Sanjuan PM, Thoma R, Claus ED, Mays N, Caprihan A (2013) Reduced white matter integrity in the cingulum and anterior corona radiata in posttraumatic stress disorder in male combat veterans: a diffusion tensor imaging study. Psychiatry Res 214(3):260–268. https://doi.org/10.1016/j.pscychresns.2013.09.002

    Article  PubMed  PubMed Central  Google Scholar 

  110. Sarnthein J, Jeanmonod D (2008) High thalamocortical theta coherence in patients with neurogenic pain. NeuroImage 39:1910–1917. https://doi.org/10.1016/j.neuroimage.2007.10.019

    Article  PubMed  Google Scholar 

  111. Sauseng P, Klimesch W (2008) What does phase information of oscillatory brain activity tell us about cognitive processes? Neurosci Biobehav Rev 32:1001–1013. https://doi.org/10.1016/j.neubiorev.2008.03.014

    Article  PubMed  Google Scholar 

  112. Schulman JJ, Ramirez RR, Zonenshayn M, Ribary U, Llinas R (2005) Thalamocortical dysrhythmia syndrome: MEG imaging of neuropathic pain. Thalamus Relat Syst 3:33–39. https://doi.org/10.1017/S1472928805000063

    Article  Google Scholar 

  113. Schulte T, Sullivan EV, Müller-Oehring EM, Adalsteinsson E, Pfefferbaum A (2005) Corpus callosal microstructural integrity influences interhemispheric processing: a diffusion tensor imaging study. Cereb Cortex 15:1384–1392

    Article  CAS  PubMed  Google Scholar 

  114. Schwedt T, Larson-Prior L (2014) Allodynia and descending pain modulation in migraine: a resting state functional connectivity analysis. Pain 15:154–165

    Article  Google Scholar 

  115. Sia AT, Lim Y, Lim ECP, Goh RWC, Law HY, Landau R, Teo Y-Y, Tan EC (2008) A118G single nucleotide polymorphism of human mu-opioid receptor gene influences pain perception and patient-controlled intravenous morphine consumption after intrathecal morphine for postcesarean analgesia. Anesthesiology 109:520–526. https://doi.org/10.1097/ALN.0b013e318182af21

    Article  CAS  PubMed  Google Scholar 

  116. Sitges C, Bornas X, Llabrés J, Noguera M, Montoya P (2010) Linear and nonlinear analyses of EEG dynamics during non-painful somatosensory processing in chronic pain patients. Int J Psychophysiol 77:176–183. https://doi.org/10.1016/j.ijpsycho.2010.05.010

    Article  PubMed  Google Scholar 

  117. Smallwood RF, Laird AR, Ramage AE, Parkinson AL, Lewis J, Clauw DJ, Williams DA, Schmidt-Wilcke T, Farrell MJ, Eickhoff SB (2013) Structural brain anomalies and chronic pain: a quantitative meta-analysis of gray matter volume. J Pain 14:663–675

    Article  PubMed  PubMed Central  Google Scholar 

  118. Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage 31:1487–1505

    Article  PubMed  Google Scholar 

  119. Soares JM, Marques P, Alves V, Sousa N (2013) A hitchhiker’s guide to diffusion tensor imaging. Front Neurosci 7:31. https://doi.org/10.3389/fnins.2013.00031

    Article  PubMed  PubMed Central  Google Scholar 

  120. Staud R (2012) Abnormal endogenous pain modulation is a shared characteristic of many chronic pain conditions. Expert Rev Neurother 12:577–585. https://doi.org/10.1586/ern.12.41

    Article  PubMed  PubMed Central  Google Scholar 

  121. Sundell G, Milsom I, Andersch B (1990) Factors influencing the prevalence and severity of dysmenorrhoea in young women. BJOG Int J Obstet Gynaecol 97:588–594. https://doi.org/10.1111/j.1471-0528.1990.tb02545.x

    Article  CAS  Google Scholar 

  122. Suzuki R, Rygh LJ, Dickenson AH (2004) Bad news from the brain: descending 5-HT pathways that control spinal pain processing. Trends Pharmacol Sci 25:613–617

    Article  CAS  PubMed  Google Scholar 

  123. Tatu K, Costa T, Nani A, Diano M, Quarta DG, Duca S, Apkarian AV, Fox PT, Cauda F (2017) How do morphological alterations caused by chronic pain distribute across the brain? A meta-analytic co-alteration study. NeuroImage: Clin 18:15–30

    Article  Google Scholar 

  124. Taubert M, Lohmann G, Margulies DS, Villringer A, Ragert P (2011) Long-term effects of motor training on resting-state networks and underlying brain structure. NeuroImage 57:1492–1498. https://doi.org/10.1016/j.neuroimage.2011.05.078

    Article  PubMed  Google Scholar 

  125. Tononi G, Sporns O, Edelman GM (1994) A measure for brain complexity: relating functional segregation and integration in the nervous system. Proc Natl Acad Sci U S A 91:5033–5037. https://doi.org/10.1073/pnas.91.11.5033

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  126. Treede R-D, Rief W, Barke A, Aziz Q, Bennett MI, Benoliel R, Cohen M, Evers S, Finnerup NB, First MB, Giamberardino MA, Kaasa S, Kosek E, Lavandʼhomme P, Nicholas M, Perrot S, Scholz J, Schug S, Smith BH, Svensson P, Vlaeyen JWS, Wang S-J, Lavand’homme P, Nicholas M, Perrot S, Scholz J, Schug S, Smith BH, Svensson P, Vlaeyen JWS, Wang S-J, Lavandʼhomme P, Nicholas M, Perrot S, Scholz J, Schug S, Smith BH, Svensson P, Vlaeyen JWS, Wang S-J, Lavand’homme P, Nicholas M, Perrot S, Scholz J, Schug S, Smith BH, Svensson P, Vlaeyen JWS, Wang S-J (2015) A classification of chronic pain for ICD-11. Pain 156:1003–1007. https://doi.org/10.1097/j.pain.0000000000000160

    Article  PubMed  PubMed Central  Google Scholar 

  127. Trescot AM, Faynboym S (2014) A review of the role of genetic testing in pain medicine. Pain Physician 17:425–445

    PubMed  Google Scholar 

  128. Tseng BY, Gundapuneedi T, Khan MA, Diaz-Arrastia R, Levine BD, Lu H, Huang H, Zhang R (2013) White matter integrity in physically fit older adults. NeuroImage 82:510–516

    Article  CAS  PubMed  Google Scholar 

  129. Tu C-H, Niddam DM, Chao H-T, Chen L-F, Chen Y-S, Wu Y-T, Yeh T-C, Lirng J-F, Hsieh J-C (2010) Brain morphological changes associated with cyclic menstrual pain. Pain 150:462–468. https://doi.org/10.1016/j.pain.2010.05.026

    Article  PubMed  Google Scholar 

  130. Tu C-H, Niddam DM, Chao H-T, Liu R-S, Hwang R-J, Yeh T-C, Hsieh J-C (2009) Abnormal cerebral metabolism during menstrual pain in primary dysmenorrhea. NeuroImage 47:28–35. https://doi.org/10.1016/j.neuroimage.2009.03.080

    Article  PubMed  Google Scholar 

  131. Tu C-H, Niddam DM, Yeh T-C, Lirng J-F, Cheng C-M, Chou C-C, Chao H-T, Hsieh J-C (2013) Menstrual pain is associated with rapid structural alterations in the brain. Pain 154:1718–1724. https://doi.org/10.1016/j.pain.2013.05.022

    Article  PubMed  Google Scholar 

  132. Tu Y, Zhang Z, Tan A, Peng W, Hung YS, Moayedi M, Iannetti GD, Hu L (2016) Alpha and gamma oscillation amplitudes synergistically predict the perception of forthcoming nociceptive stimuli. Hum Brain Mapp 37:501–514

    Article  PubMed  Google Scholar 

  133. Ulrich-Lai YM, Xie W, Meij JTA, Dolgas CM, Yu L, Herman JP (2006) Limbic and HPA axis function in an animal model of chronic neuropathic pain. Physiol Behav 88:67–76

    Article  CAS  PubMed  Google Scholar 

  134. Valencia JF, Melia USP, Vallverdú M, Borrat X, Jospin M, Jensen EW, Porta A, Gambús PL, Caminal P (2016) Assessment of nociceptive responsiveness levels during sedation-analgesia by entropy analysis of EEG. Entropy 18. https://doi.org/10.3390/e18030103

    Article  Google Scholar 

  135. Vossen H, Kenis G, Rutten B, van Os J, Hermens H, Lousberg R (2010) The genetic influence on the cortical processing of experimental pain and the moderating effect of pain status. PLoS One 5:1–6. https://doi.org/10.1371/journal.pone.0013641

    Article  CAS  Google Scholar 

  136. Walton KD, Dubois M, Llinás RR (2010) Abnormal thalamocortical activity in patients with Complex Regional Pain Syndrome (CRPS) Type I. Pain 150:41–51. https://doi.org/10.1016/j.pain.2010.02.023

    Article  CAS  PubMed  Google Scholar 

  137. Wang DJJ, Jann K, Fan C, Qiao Y, Zang Y-F, Lu H, Yang Y (2018) Neurophysiological basis of multi-scale entropy of brain complexity and its relationship with functional connectivity. Front Neurosci 12(352). https://doi.org/10.3389/fnins.2018.00352

  138. Wang L, Wang X, Wang W, Chen C, Ronnennberg A, Guang W, Huang A, Fang Z, Zang T, Wang L, Xu X (2004) Stress and dysmenorrhoea: a population based prospective study. Occup Environ Med 61:1021. https://doi.org/10.1136/OEM.2003.012302

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  139. Wei S-Y, Chao H-T, Tu C-H, Li W-C, Low I, Chuang C-Y, Chen L-F, Hsieh J-C (2016a) Changes in functional connectivity of pain modulatory systems in women with primary dysmenorrhea. Pain 157:92–102

    Article  PubMed  Google Scholar 

  140. Wei S-Y, Chao H-T, Tu C-H, Lin M-W, Li W-C, Low I, Shen H-D, Chen L-F, Hsieh J-C (2016b) The BDNF Val66Met polymorphism is associated with the functional connectivity dynamics of pain modulatory systems in primary dysmenorrhea. Sci Rep 6:23639. https://doi.org/10.1038/srep23639

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  141. Wei S-Y, Chen L-F, Lin M-W, Li W-C, Low I, Yang C-J, Chao H-T, Hsieh J-C (2017) The OPRM1 A118G polymorphism modulates the descending pain modulatory system for individual pain experience in young women with primary dysmenorrhea. Sci Rep 7:39906

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  142. Wu T-H, Tu C-H, Chao H-T, Li W-C, Low I, Chuang C-Y, Yeh T-C, Cheng C-M, Chou C-C, Chen L-F (2016) Dynamic changes of functional pain connectome in women with primary dysmenorrhea. Sci Rep 6:24543

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  143. Yang AC, Tsai SJ (2013) Is mental illness complex? From behavior to brain. Prog Neuro-Psychopharmacol Biol Psychiatry 45:253–257. https://doi.org/10.1016/j.pnpbp.2012.09.015

    Article  Google Scholar 

  144. Yao P, Ding Y-Y, Wang Z-B, Ma J-M, Hong T, Pan S-N (2015) Effect of gene polymorphism of COMT and OPRM1 on the preoperative pain sensitivity in patients with cancer. Int J Clin Exp Med 8:10036–10039

    CAS  PubMed  PubMed Central  Google Scholar 

  145. Yin J-B, Wu H-H, Dong Y-L, Zhang T, Wang J, Zhang Y, Wei Y-Y, Lu Y-C, Wu S-X, Wang W, Li Y-Q (2014) Neurochemical properties of BDNF-containing neurons projecting to rostral ventromedial medulla in the ventrolateral periaqueductal gray. Front Neural Circ 8:137. https://doi.org/10.3389/fncir.2014.00137

    Article  Google Scholar 

  146. Ylikorkala O, Puolakka J, Kauppila A (1979) Serum gonadotrophins, prolactin and ovarian steroids in primary dysmenorrhoea. BJOG Int J Obstet Gynaecol 86:648–653

    Article  CAS  Google Scholar 

  147. Zatorre RJ, Fields RD, Johansen-Berg H (2012) Plasticity in gray and white: neuroimaging changes in brain structure during learning. Nat Neurosci 15:528. https://doi.org/10.1038/nn.3045

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  148. Zhang Y, Wang D, Johnson AD, Papp AC, Sadée W (2005) Allelic expression imbalance of human mu opioid receptor (OPRM1) caused by variant A118G. J Biol Chem 280:32618–32624. https://doi.org/10.1074/jbc.M504942200

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

These studies and our laboratories were financially supported by the Ministry of Science Technology, Ministry of Education, National Yang-Ming University, Taipei Veterans General Hospital, and the Joint research program between Taipei Veterans General Hospital and National Taiwan University Hospital. We thank Dr. Hsiang-Tai Chao for performing the clinical assessment and Dr. Ming-Wei Lin for performing the genotyping of these studies. All participants are thanked for their support and contribution to these studies.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jen-Chuen Hsieh .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Low, I. et al. (2018). Neuroimaging Studies of Primary Dysmenorrhea. In: Shyu, BC., Tominaga, M. (eds) Advances in Pain Research: Mechanisms and Modulation of Chronic Pain. Advances in Experimental Medicine and Biology, vol 1099. Springer, Singapore. https://doi.org/10.1007/978-981-13-1756-9_16

Download citation

Publish with us

Policies and ethics