Understanding the contribution of neural and physiological signal variation to the low repeatability of emotion-induced BOLD responses

NeuroImage

Volumn 86, Issue , 2014, Pages 335-342

  Lipp, I ^a,b   Murphy, K ^a   Wise, R G ^a   Caseras, X ^b  

^a CARDIFF UNIVERSITY   (United Kingdom)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

BOLD; Emotion processing; FMRI; Physiological noise correction; Repeatability

Indexed keywords

ADULT; AMPLITUDE MODULATION; AMYGDALOID NUCLEUS; ARTICLE; BOLD SIGNAL; BREATH HOLDING; CONTROLLED STUDY; EMOTION; FACIAL EXPRESSION; FEAR; FEMALE; FUSIFORM GYRUS; HUMAN; HUMAN EXPERIMENT; MALE; NOISE REDUCTION; NORMAL HUMAN; PRIORITY JOURNAL; REPRODUCIBILITY; YOUNG ADULT;

BOLD; EMOTION PROCESSING; FMRI; PHYSIOLOGICAL NOISE CORRECTION; REPEATABILITY;

ACTION POTENTIALS; ADULT; ALGORITHMS; AMYGDALA; BRAIN; BRAIN MAPPING; CEREBRAL CORTEX; EMOTIONS; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; YOUNG ADULT;

EID: 84891633932     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.10.015     Document Type: Article

References (43)

1. Almeida J.R.C., Versace A., Hassel S., Kupfer D.J., Phillips M.L. Elevated amygdala activity to sad facial expressions: a state marker of bipolar but not unipolar depression. Biol. Psychiatry 2010, 67(5):414-421.
2. Andersson J.L.R., Jenkinson M., Smith S.M. Non-linear optimisation. FMRIB Technical Report TR07JA1 2007.
3. Andersson J.L.R., Jenkinson M., Smith S.M. Non-linear registration, aka spatial normalisation. FMRIB Technical Report TR07JA2 2007.
4. Birn R.M., Diamond J.B., Smith M., Bandettini P. Separating respiratory-variation-related fluctuations from neuronal activity-related fluctuations in fMRI. NeuroImage 2006, 31:1536-1548.
5. Birn R.M., Murphy K., Handwerker D., Bandettini P. FMRI in the presence of task-correlated breathing variations. NeuroImage 2009, 47(3):1092-1104.
6. Caceres A., Hall D.L., Zelaya F.O., Williams S.C.R., Mehta M., a. Measuring fMRI reliability with the intra-class correlation coefficient. NeuroImage 2009, 45(3):758-768.
7. 2, and BOLD signals in resting-state fMRI. NeuroImage 2009, 47(4):1381-1393.
8. Cicchetti D.V. The precision of reliability and validity estimates re-visited: distinguishing between clinical and statistical significance of sample size requirements. J. Clin. Exp. Neuropsychol. 2001, 23(5):695-700.
9. Clare S., Francis S., Morris P.G., Bowtell R. Single-shot T2(*) measurement to establish optimum echo time for fMRI: studies of the visual, motor, and auditory cortices at 3.0T. Magn. Reson. Med. 2001, 45(5):930-933.
10. Costafreda S.G., Brammer M.J., David A.S., Fu C.H.Y. Predictors of amygdala activation during the processing of emotional stimuli: a meta-analysis of 385 PET and fMRI studies. Brain Res. Rev. 2008, 58(1):57-70.
11. Dannlowski U., Ohrmann P., Konrad C., Domschke K., Bauer J., Kugel H., Hohoff C., et al. Reduced amygdala-prefrontal coupling in major depression: association with MAOA genotype and illness severity. Int. J. Neuropsychopharmacol. 2009, 12(1):11-22.
12. Fu C.H., Williams S.C., Brammer M.J., Suckling J., Kim J., Cleare A.J., Walsh N.D., Mitterschiffthaler M.T., Andrew C.M., Pich E.M., Bullmore E.T. Neural responses to happy facial expressions in major depression following antidepressant treatment. Am. J. Psychiatry 2007, 164(4):599-607.
13. Glover G.H., Li T.Q., Ress D. Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR. Magn. Reson. Med. 2000, 44(1):162-167.
14. Harvey A.K., Pattinson K.T., Brooks J.C., Mayhew S.D., Jenkinson M., Wise R.G. Brainstem functional magnetic resonance imaging: disentangling signal from physiological noise. J. Magn. Reson. Imaging 2008, 28(6):1337-1344.
15. Jenkinson M. A fast, automated, n-dimensional phase unwrapping algorithm. Magn. Reson. Med. 2003, 49(1):193-197.
16. Jenkinson M. Improving the registration of B0-distorted EPI images using calculated cost function weights. Tenth. Int. Conf. on Functional Mapping of the Human Brain 2004.
17. Jenkinson M., Smith S. A global optimisation method for robust affine registration of brain images. Med. Image Anal. 2001, 5(2):143-156.
18. Jenkinson M., Bannister P., Brady M., Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 2002, 17(2):825-841.
19. Johnstone T., Somerville L.H., Alexander A.L., Oakes T.R., Davidson R.J., Kalin N.H., Whalen P.J. Stability of amygdala BOLD response to fearful faces over multiple scan sessions. NeuroImage 2005, 25(4):1112-1123.
20. Lawrence N.S., Williams A.M., Surguladze S., Giampietro V., Brammer M.J., Andrew C., Frangou S., Ecker C., Phillips M.L. Subcortical and ventral prefrontal cortical neural responses to facial expressions distinguish patients with bipolar disorder and major depression. Biol. Psychiatry 2004, 55(6):578-587.
21. Manuck S.B., Brown S.M., Forbes E.E., Hariri A.R. Temporal stability of individual differences in amygdala reactivity. Am. J. Psychiatry 2007, 164(10):1613-1614.
22. McCarthy G., Puce A., Gore J.C., Allison T. Faces-specific processing in the human fusiform gyrus. J. Cogn. Neurosci. 1997, 9(5):605-610.
23. Morris J.S., Friston K.J., Buechel C., Frith C.D., Young W., Calder J., Dolan R.J. A neuromodulatory role for the human amygdala in processing emotional facial expressions. Brain 1998, 121(1):47-57.
24. Murphy K., Harris A.D., Wise R.G. Robustly measuring vascular reactivity differences with breath-hold: normalising stimulus-evoked and resting state BOLD fMRI data. NeuroImage 2011, 54(1):369-379.
25. Phan K.L., Wager T., Taylor S.F., Liberzon I. Functional neuroanatomy of emotion: a meta-analysis of emotion activation studies in PET and fMRI. NeuroImage 2002, 16(2):331-348.
26. Phillips M.L., Medford N., Young W., Williams L., Williams S.C., Bullmore E.T., Gray J., Brammer M.J. Time courses of left and right amygdalar responses to fearful facial expressions. Hum. Brain Mapp. 2001, 12(4):193-202.
27. Phillips M.L., Drevets W.C., Rauch S.L., Lane R. Neurobiology of emotion perception II: implications for major psychiatric disorders. Biol. Psychiatry 2003, 54(5):515-528.
28. Plichta M.M., Schwarz A.J., Grimm O., Morgen K., Mier D., Haddad L., Gerdes A.B.M., et al. Test-retest reliability of evoked BOLD signals from a cognitive-emotive fMRI test battery. NeuroImage 2012, 60(3):1746-1758.
29. Rhodes R., Murthy N.V., Dresner M.A., Selvaraj S., Stavrakakis N., Babar S., Cowen P.J., et al. Human 5-HT transporter availability predicts amygdala reactivity in vivo. J. Neurosci. 2007, 27(34):9233-9237.
30. Schaefer S.M., Abercrombie H.C., Lindgren K., Larson C.L., Ward R.T., Oakes T.R., Holden J.E., Perlman S.B., Turski P., Davidson R.J. Six-month test-retest reliability of MRI-defined PET measures of regional cerebral glucose metabolic rate in selected subcortical structures. Hum. Brain Mapp. 2000, 10(1):1-9.
31. Shrout P., Fleiss J. Intraclass correlations: uses in assessing rater reliability. Psychol. Bull. 1979, 86(2):420-428.
32. Sladky R., Friston K.J., Tröstl J., Cunnington R., Moser E., Windischberger C. Slice-timing effects and their correction in functional MRI. NeuroImage 2011, 58:588-594.
33. Smith S. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17(3):143-155.
34. Stark R., Schienle A., Walter B., Kirsch P., Blecker C., Ott U., Schaefer A., Sammer G., Zimmermann M., Vaitl D. Hemodynamic effects of negative emotional pictures - a test-retest analysis. Neuropsychobiology 2004, 50(1):108-118.
35. Surguladze S., Brammer M.J., Keedwell P., Giampietro V., Young A.W., Travis M.J., Williams S.C., Phillips M.L. A differential pattern of neural response toward sad versus happy facial expressions in major depressive disorder. Biol. Psychiatry 2005, 57(3):201-209.
36. Surguladze S., Marshall N., Schulze K., Hall M.-H., Walshe M., Bramon E., Phillips M.L., et al. Exaggerated neural response to emotional faces in patients with bipolar disorder and their first-degree relatives. NeuroImage 2010, 53(1):58-64.
37. Thomason M.E., Burrows B.E., Gabrieli J.D.E., Glover G.H. Breath holding reveals differences in fMRI BOLD signal in children and adults. NeuroImage 2005, 25(3):824-837.
38. Van den Bulk B.G., Koolschijn P.C.M.P., Meens P.H.F., Van Lang N.D.J., Van der Wee N.J., Rombouts S.R.B., Vermeiren R.R.J.M., et al. How stable is activation in the amygdala and prefrontal cortex in adolescenceα A study of emotional face processing across three measurements. Dev. Cogn. Neurosci. 2013, 4:65-76.
39. Vuilleumier P., Pourtois G. Distributed and interactive brain mechanisms during emotion face perception: evidence from functional neuroimaging. Neuropsychologia 2007, 45:174-194.
40. Wise R.G., Ide K., Poulin M.J., Tracey I. Resting fluctuations in arterial carbon dioxide induce significant low frequency variations in BOLD signal. Neuroimage 2004, 21(4):1652-1664.
41. Worsley K.J. Statistical analysis of activation images. Functional MRI: An Introduction to Methods 2001, OUP. P. Jezzard, P.M. Matthews, S.M. Smith (Eds.).
42. Wright C.I., Fischer H., Whalen P.J., McInerney S.C., Shin L.M., Rauch S.L. Differential prefrontal cortex and amygdala habituation to repeatedly presented emotional stimuli. Neuroreport 2001, 12(2):379-383.
43. Young A., Perret D., Calder A., Sprengelmeyer R., Ekman P. Facial Expressions of Emotion: Stimuli and Tests (FEEST) 2002, Thames Valley Test Company, Bury St. Edmunds.