The single-epoch fMRI design: validation of a simplified paradigm for the collection of subjective ratings
Abstract
One of the goals of human functional imaging studies is to interpret brain activation in the context of an individual's subjective experience. However, functional magnetic resonance imaging (fMRI) studies usually employ a block design that consists of multiple epochs of stimulation; this strategy does not readily allow subjective responses to be assessed on a stimulus-by-stimulus basis. To address this issue, we developed a "single-epoch" design, consisting of a single stimulation period presented between two baseline periods. This allows subjective ratings to be acquired after each stimulus, while minimizing rating-induced confounds. To evaluate its sensitivity and utility, we obtained fMRI data using single-epoch and block designs (five stimuli between six baselines) and assessed regional brain activations evoked by both visual (a checkerboard pattern) and painful (noxious heat to right calf) stimuli. For both types of stimulation, data collected using the single-epoch design displayed activation patterns that were generally similar to those detected with the block design. Furthermore, only one single-epoch acquisition series was sufficient to detect bilateral activation in the visual cortex during visual stimulation and activation in the primary somatosensory cortex, the anterior cingulate cortex, and other regions during painful stimulation. In addition, analyses of a series of single-epoch data from a single individual revealed a stimulus-by-stimulus decrease in the activation in the anterior cingulate cortex that paralleled the decrease in the subject's psychophysical responses. These findings confirm that the single-epoch design is sensitive to regional signal changes and serves as a viable alternative to the block design when the collection of subjective responses is of critical importance.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Single trial analyses are reliable and offer increased sensitivity, especially in modeling responses to pain.
“There have been several papers demonstrating that single trial analyses are reliable and offer increased sensitivity, especially in modeling responses to pain [101].”
From Distinct Brain Systems Mediate the Effects of Nociceptive Input and Self-Regulation on Pain (2015) · cites this paper as [101]
Cites
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
Statistical parametric maps in functional imaging: A general linear approach
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. ‐., Frith, C. D., & Frackowiak, R. S. J. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020402 · Cited by 9,688 · see citing works
Co-planar stereotaxic atlas of the human brain
Laitinen, L. (1989) · Clinical Neurology and Neurosurgery · doi:10.1016/0303-8467(89)90128-5 · Cited by 7,565 · see citing works
The validation of visual analogue scales as ratio scale measures for chronic and experimental pain
Price, D. D., McGrath, P. A., Rafii, A., & Buckingham, B. (1983) · Pain · doi:10.1016/0304-3959(83)90126-4 · Cited by 3,921 · see citing works
Forman, S. D., Cohen, J. D., Fitzgerald, M., Eddy, W. F., Mintun, M. A., & Noll, D. C. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910330508 · Cited by 3,202 · see citing works
Temporal Autocorrelation in Univariate Linear Modeling of FMRI Data
Woolrich, M. W., Ripley, B. D., Brady, M., & Smith, S. M. (2001) · NeuroImage · doi:10.1006/nimg.2001.0931 · Cited by 2,859 · see citing works
Pain Affect Encoded in Human Anterior Cingulate But Not Somatosensory Cortex
Rainville, P., Duncan, G. H., Price, D. D., Carrier, B., & Bushnell, M. C. (1997) · Science · doi:10.1126/science.277.5328.968 · Cited by 2,629 · see citing works
Functional imaging of brain responses to pain. A review and meta-analysis (2000)
Peyron, R., Laurent, B., & García-Larrea, L. (2000) · Neurophysiologie Clinique/Clinical Neurophysiology · doi:10.1016/s0987-7053(00)00227-6 · Cited by 2,171 · see citing works
A three-dimensional statistical analysis for CBF activation studies in human brain
Worsley, K. J., Evans, A. C., Marrett, S., & Neelin, P. (1992) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1038/jcbfm.1992.127 · Cited by 2,036 · see citing works
Assessing the significance of focal activations using their spatial extent
Friston, K. J., Worsley, K. J., Frackowiak, R. S. J., Mazziotta, J. C., & Evans, A. C. (1994) · Human Brain Mapping · doi:10.1002/hbm.460010306 · Cited by 1,907 · see citing works
Placebo and Opioid Analgesia-- Imaging a Shared Neuronal Network
Petrovic, P., Kalso, E., Petersson, K. M., & Ingvar, M. (2002) · Science · doi:10.1126/science.1067176 · Cited by 1,488 · see citing works
Price, D. D., Bush, F. M., Long, S., & Harkins, S. W. (1994) · Pain · doi:10.1016/0304-3959(94)90097-3 · Cited by 1,174 · see citing works
Dissociating pain from its anticipation in the human brain
Ploghaus, A., Tracey, I., Gati, J. S., Clare, S., Menon, R. S., Matthews, P. M., & Rawlins, J. N. P. (1999) · Science · doi:10.1126/science.284.5422.1979 · Cited by 1,151 · see citing works
The cortical representation of pain
Treede, R.-D., Kenshalo, D. R., Gracely, R. H., & Jones, A. K. P. (1999) · Pain · doi:10.1016/s0304-3959(98)00184-5 · Cited by 1,077 · see citing works
Pain intensity processing within the human brain: a bilateral, distributed mechanism
Coghill, R. C., Sang, C. N., Maisog, J. M., & Iadarola, M. J. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.4.1934 · Cited by 1,077 · see citing works
Self-citationMapping striate and extrastriate visual areas in human cerebral cortex.
DeYoe, E. A., Carman, G. J., Bandettini, P. A., Glickman, S., Wieser, J., Cox, R. W., Miller, D. A., & Jay Neitz, A. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.6.2382 · Cited by 1,047 · see citing works
Exacerbation of Pain by Anxiety Is Associated with Activity in a Hippocampal Network
Ploghaus, A., Narain, C., Beckmann, C. F., Clare, S., Bantick, S., Wise, R., Matthews, P. M., Rawlins, J. N. P., & Tracey, I. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-24-09896.2001 · Cited by 822 · see citing works
Distributed processing of pain and vibration by the human brain
Coghill, R., Talbot, J., Evans, A., Meyer, E., Gjedde, A., Bushnell, M., & Duncan, G. (1994) · The Journal of Neuroscience · doi:10.1523/jneurosci.14-07-04095.1994 · Cited by 808 · see citing works
Self-citationParametric Analysis of fMRI Data Using Linear Systems Methods
Cohen, M. S. (1997) · NeuroImage · doi:10.1006/nimg.1997.0278 · Cited by 723 · see citing works
Pain-related neurons in the human cingulate cortex
Hutchison, W. D., Davis, K. D., Lozano, A. M., Tasker, R. R., & Dostrovsky, J. O. (1999) · Nature Neuroscience · doi:10.1038/8065 · Cited by 681 · see citing works
Derbyshire, S. W. G., Jones, A. K. P., Gyulai, F., Clark, S., Townsend, D., & Firestone, L. L. (1997) · Pain · doi:10.1016/s0304-3959(97)00138-3 · Cited by 629 · see citing works
Sawamoto, N., Honda, M., Okada, T., Hanakawa, T., Kanda, M., Fukuyama, H., Konishi, J., & Shibasaki, H. (2000) · Journal of Neuroscience · doi:10.1523/jneurosci.20-19-07438.2000 · Cited by 522 · see citing works
Does anticipation of pain affect cortical nociceptive systems?
Porro, C. A., Baraldi, P., Pagnoni, G., Serafini, M., Facchin, P., Maieron, M., & Nichelli, P. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-08-03206.2002 · Cited by 469 · see citing works
Büchel, C., Dolan, R. J., Armony, J. L., & Friston, K. J. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-24-10869.1999 · Cited by 404 · see citing works
Deactivation of Sensory-Specific Cortex by Cross-Modal Stimuli
Laurienti, P. J., Burdette, J. H., Wallace, M. T., Yen, Y., Field, A. S., & Stein, B. E. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902317361930 · Cited by 367 · see citing works
Self-citationHemispheric lateralization of somatosensory processing
Coghill, R. C., Gilron, I., & Iadarola, M. J. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.6.2602 · Cited by 257 · see citing works
Self-citationTemporal and Intensity Coding of Pain in Human Cortex
Porro, C. A., Cettolo, V., Francescato, M. P., & Baraldi, P. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.80.6.3312 · Cited by 253 · see citing works
The Inferential Impact of Global Signal Covariates in Functional Neuroimaging Analyses
Aguirre, G. K., Zarahn, E., & D’Esposito, M. (1998) · NeuroImage · doi:10.1006/nimg.1998.0367 · Cited by 225 · see citing works
Reproducibility of pain measurement and pain perception
Rosier, E. M., Iadarola, M. J., & Coghill, R. C. (2002) · Pain · doi:10.1016/s0304-3959(02)00048-9 · Cited by 216 · see citing works
Self-citationRetinotopic organization of early visual spatial attention effects as revealed by PET and ERPs
Woldorff, M. G., Fox, P. T., Matzke, M., Lancaster, J. L., Veeraswamy, S., Zamarripa, F., Seabolt, M., Glass, T. G., Gao, J., Martin, C. C., et al. (1997) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1997)5:4 · Cited by 195 · see citing works
Nociceptive neurons in the macaque anterior cingulate activate during anticipation of pain
Koyama, T., Tanaka, Y. Z., & Mikami, A. (1998) · Neuroreport · doi:10.1097/00001756-199808030-00044 · Cited by 191 · see citing works
Self-citationSelective Opiate Modulation of Nociceptive Processing in the Human Brain
Casey, K. L., Svensson, P., Morrow, T. J., Raz, J., Jone, C., & Minoshima, S. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.84.1.525 · Cited by 186 · see citing works
Removal of Confounding Effects of Global Signal in Functional MRI Analyses
Desjardins, A. E., Kiehl, K. A., & Liddle, P. F. (2001) · NeuroImage · doi:10.1006/nimg.2000.0719 · Cited by 185 · see citing works
Diffusion tensor microscopy of the intervertebral disc anulus fibrosus
Hsu, E. W., & Setton, L. A. (1999) · Magnetic Resonance in Medicine · doi:10.1002/(sici)1522-2594(199905)41:5 · Cited by 127 · see citing works
Neural correlates of prickle sensation: a percept-related fMRI study
Davis, K. D., Pope, G. E., Crawley, A. P., & Mikulis, D. J. (2002) · Nature Neuroscience · doi:10.1038/nn955 · Cited by 111 · see citing works
Functional MRI of human Pavlovian fear conditioning
Knight, D. C., Smith, C. N., Stein, E. A., & Helmstetter, F. J. (1999) · Neuroreport · doi:10.1097/00001756-199911260-00037 · Cited by 84 · see citing works
A Global Estimator Unbiased by Local Changes
Andersson, J., Ashburner, J., & Friston, K. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0763 · Cited by 33 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The subjective experience of pain: where expectations become reality
Koyama, T., McHaffie, J. G., Laurienti, P. J., & Coghill, R. C. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0408576102 · Cited by 747 · see citing works
Self-citationBrain mediators of predictive cue effects on perceived pain
Atlas, L. Y., Bolger, N., Lindquist, M. A., & Wager, T. D. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.0057-10.2010 · Cited by 389 · see citing works
The cerebellum and pain: Passive integrator or active participator?
Moulton, E. A., Schmahmann, J. D., Becerra, L. R., & Borsook, D. (2010) · Brain Research Reviews · doi:10.1016/j.brainresrev.2010.05.005 · Cited by 366 · see citing works
Deactivation of Sensory-Specific Cortex by Cross-Modal Stimuli
Laurienti, P. J., Burdette, J. H., Wallace, M. T., Yen, Y., Field, A. S., & Stein, B. E. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902317361930 · Cited by 367 · see citing works
Self-citationLocalization of pain-related brain activation: A meta-analysis of neuroimaging data
Duerden, E. G., & Albanese, M. (2013) · Human Brain Mapping · doi:10.1002/hbm.21416 · Cited by 342 · see citing works
Brain imaging tests for chronic pain: medical, legal and ethical issues and recommendations
Davis, K. D., Flor, H., Greely, H. T., Iannetti, G. D., Mackey, S., Ploner, M., Pustilnik, A. C., Tracey, I., Treede, R., & Wager, T. D. (2017) · Nature Reviews Neurology · doi:10.1038/nrneurol.2017.122 · Cited by 309 · see citing works
Distinct Brain Systems Mediate the Effects of Nociceptive Input and Self-Regulation on Pain
Woo, C.-W., Roy, M., Buhle, J. T., & Wager, T. D. (2015) · PLoS Biology · doi:10.1371/journal.pbio.1002036 · Cited by 263 · see citing works
Altered Pain Processing in Veterans With Posttraumatic Stress Disorder
Geuze, E., Westenberg, H. G. M., Jochims, A., de Kloet, C. S., Bohus, M., Vermetten, E. H. G. J. M., & Schmahl, C. G. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.1.76 · Cited by 213 · see citing works
Starr, C. J., Sawaki, L. A., Wittenberg, G. F., Burdette, J. H., Oshiro, Y., de Quevedo, A. S., McHaffie, J. G., & Coghill, R. C. (2011) · Brain · doi:10.1093/brain/awr117 · Cited by 158 · see citing works
Self-citationDistinct brain mechanisms support spatial vs temporal filtering of nociceptive information
Nahman‐Averbuch, H., Martucci, K. T., Granovsky, Y., Weissman‐Fogel, I., Yarnitsky, D., & Coghill, R. C. (2014) · Pain · doi:10.1016/j.pain.2014.07.008 · Cited by 128 · see citing works
Self-citationHuman cerebellar responses to brush and heat stimuli in healthy and neuropathic pain subjects
Borsook, D., Moulton, E. A., Tully, S., Schmahmann, J. D., & Becerra, L. R. (2008) · The Cerebellum · doi:10.1007/s12311-008-0011-6 · Cited by 95 · see citing works
Neural and sociocultural mediators of ethnic differences in pain
Losin, E. A. R., Woo, C., Medina, N. A., Andrews‐Hanna, J. R., Eisenbarth, H., & Wager, T. D. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0819-8 · Cited by 84 · see citing works
Multiple Brain Networks Mediating Stimulus–Pain Relationships in Humans
Geuter, S., Losin, E. A. R., Roy, M., Atlas, L. Y., Schmidt, L., Krishnan, A., Koban, L., Wager, T. D., & Lindquist, M. A. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa048 · Cited by 65 · see citing works
Endogenous testosterone and cortisol modulate neural responses during induced anger control
Denson, T. F., Ronay, R., von Hippel, W., & Schira, M. M. (2012) · Social Neuroscience · doi:10.1080/17470919.2012.655425 · Cited by 60 · see citing works
Hick–Hyman Law is Mediated by the Cognitive Control Network in the Brain
Wu, T., Dufford, A. J., Egan, L. J., Mackie, M., Chen, C., Yuan, C., Chen, C., Li, X., Liu, X., Hof, P. R., et al. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx127 · Cited by 59 · see citing works
Neural Predictors of Decisions to Cognitively Control Emotion
Doré, B., Weber, J., & Ochsner, K. N. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.2526-16.2016 · Cited by 47 · see citing works
Temporal summation of heat pain in humans: Evidence supporting thalamocortical modulation
Tran, T. D., Wang, H., Tandon, A. A., Hernández-García, L., & Casey, K. L. (2010) · Pain · doi:10.1016/j.pain.2010.04.001 · Cited by 47 · see citing works
Brain mechanisms supporting violated expectations of pain
Zeidan, F., Lobanov, O. V., Kraft, R. A., & Coghill, R. C. (2015) · Pain · doi:10.1097/j.pain.0000000000000231 · Cited by 41 · see citing works
Self-citationCognitive behavioral training reverses the effect of pain exposure on brain network activity
Kucyi, A., Salomons, T. V., & Davis, K. D. (2016) · Pain · doi:10.1097/j.pain.0000000000000592 · Cited by 39 · see citing works
Multiple faces of pain: effects of chronic pain on the brain regulation of facial expression
Vachon‐Presseau, É., Roy, M., Woo, C., Miriam Kunz, A., Martel, M. O., Sullivan, M. J. L., Jackson, P. L., Wager, T. D., & Rainville, P. (2016) · Pain · doi:10.1097/j.pain.0000000000000587 · Cited by 37 · see citing works
Doré, B., Tompson, S., O’Donnell, M. B., An, L. C., Strecher, V. J., & Falk, E. B. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.1651-18.2018 · Cited by 33 · see citing works
Sakuma, S., Inamoto, K., Higuchi, N., Ariji, Y., Nakayama, M., & Izumi, M. (2014) · Neuroscience Letters · doi:10.1016/j.neulet.2014.05.040 · Cited by 28 · see citing works
Carryover Effects Alter fMRI Statistical Analysis in an Acupuncture Study
Ho, T., Duann, J., Chen, C., Chen, J., Shen, W., Lu, T., Liao, J., & Lin, J. (2008) · The American Journal of Chinese Medicine · doi:10.1142/s0192415x08005588 · Cited by 27 · see citing works
Doré, B., Cooper, N., Scholz, C., O’Donnell, M. B., & Falk, E. B. (2019) · Human Brain Mapping · doi:10.1002/hbm.24545 · Cited by 22 · see citing works
Baker, J. R., Paturel, J. R., & Kimpinski, K. (2018) · Clinical Neurophysiology · doi:10.1016/j.clinph.2018.07.026 · Cited by 19 · see citing works
Consecutive Acupuncture Stimulations Lead to Significantly Decreased Neural Responses
Yeo, S., Choe, I., van den Noort, M., Bosch, P., & Lim, S. (2010) · The Journal of Alternative and Complementary Medicine · doi:10.1089/acm.2009.0606 · Cited by 15 · see citing works
Recent advances and future prospects in neuroimaging of acute and chronic pain
Davis, K. D. (2006) · Future Neurology · doi:10.2217/14796708.1.2.203 · Cited by 14 · see citing works
Cunningham, N. R., Nahman‐Averbuch, H., Lee, G. R., King, C. D., & Coghill, R. C. (2022) · Pain · doi:10.1097/j.pain.0000000000002601 · Cited by 9 · see citing works
Self-citationDenoising task‐related fMRI : Balancing noise reduction against signal loss
Hoeppli, M., Garenfeld, M. A., Mortensen, C. K., Nahman‐Averbuch, H., King, C. D., & Coghill, R. C. (2023) · Human Brain Mapping · doi:10.1002/hbm.26447 · Cited by 7 · see citing works
Self-citationKawamura, H., Nishigami, T., Yamamoto, A., Tsujishita, M., Ito, K., Ohya, N., & Takagi, M. (2017) · Journal of Physical Therapy Science · doi:10.1589/jpts.29.1996 · Cited by 6 · see citing works
Functional MRI Data Analysis Techniques and Strategies to Map the Olfactory System of a Rat Brain.
Kulkarni, P. (2006) · Digital WPI · Cited by 3 · see citing works
Mechanisms of Positive and Minimizing Reappraisal
Doré, B. (2016) · doi:10.7916/d86q1xk9 · Cited by 1 · see citing works
Not all noise-reduction methods for fMRI preprocessing are created equalPreprint
Hoeppli, M., Garenfeld, M. A., Mortensen, C. K., Nahman‐Averbuch, H., King, C. D., & Coghill, R. C. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.02.08.478718 · Cited by 1 · see citing works
Self-citationWAKE FOREST UNIVERSITY SCHOOL OF MEDICINE CURRICULUM VITAE
Simpson, L. R. (2011)
Current Awareness in NMR in Biomedicine
(2003) · NMR in Biomedicine · doi:10.1002/nbm.806
Faculty Opinions recommendation of Brain mediators of predictive cue effects on perceived pain.
Haggard, P., & Filevich, E. (2010) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.6294956.6383054
Kawamura, H., & Tsujishita, M. (2022) · Journal of Physical Therapy Science · doi:10.1589/jpts.34.704
- Authors
- Koyama, T., McHaffie, J. G., Laurienti, P. J., & Coghill, R. C.
- Affiliations
- Wake Forest University Health Sciences (US)
- Corresponding author
- Coghill, Robert C
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2003-07
- Volume
- 19
- Issue
- 3
- Pages
- 976-987
- ISSN
- 1053-8119 (ISSN-L)
- OpenAlex
- W2064578704
- Cited by
- 37
- References
- 37
- Citations by year
- 2023: 1 · 2022: 3 · 2020: 2 · 2019: 2 · 2018: 1 · 2017: 4 · 2016: 3 · 2015: 2 · 2014: 2 · 2012: 1
- FWCI
- 1.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (RO1 NS39426)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- subjective ratings, visual cortex activation, primary somatosensory cortex, anterior cingulate cortex, psychophysical response
- MeSH terms
- Adult, Data Collection, Female, Hot Temperature, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Pain, Pain Measurement, Photic Stimulation, Visual Cortex
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review