The DOI matches its Crossref record; 22 of the 22 references it cites were found in a registry or an index.
Sleep and Pain: A Systematic Review of Studies of Mediation
Abstract
Objectives: A relationship between sleep and pain is well established. A better understanding of the mechanisms that link sleep and pain intensity is urgently needed to optimize pain management interventions. The objective of this systematic review was to identify, synthesize, and critically appraise studies that have investigated putative mediators on the path between sleep and pain intensity. Methods: A systematic search of 5 electronic bibliographic databases (EMBASE, MEDLINE, CINAHL, PsycINFO, and the Cochrane Central Register of Controlled Trials) was conducted. Eligible studies had to apply a formal test of mediation to variables on the path between a sleep variable and pain intensity or vice versa. All searches, data extraction and quality assessment were conducted by at least 2 independent reviewers. Results: The search yielded 2839 unique articles, 9 of which were eligible. Of 13 mediation analyses, 11 investigated pathways from a sleep variable to pain intensity. Putative mediators included affect/mood, depression and/or anxiety, attention to pain, pain helplessness, stress, fatigue, and physical activity. Two analyses investigated pathways from pain intensity to a sleep variable, examining the potentially mediating role of depressive symptoms and mood. Although evidence supported a mediating role for psychological and physiological aspects of emotional experiences and attentional processes, methodological limitations were common, including use of cross-sectional data and minimal adjustment for potential confounders. Discussion: A growing body of research is applying mediation analysis to elucidate mechanistic pathways between sleep and pain intensity. Currently sparse evidence would be illuminated by more intensively collected longitudinal data and improvements in analysis.
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“we added three criteria based on a previous mediation review and on qualitative work informing reporting guidelines for studies of mediation [15, 28].”
From Mediators of socioeconomic inequalities in preterm birth: a systematic review (2022) · cites this paper as [15]
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SPSS and SAS procedures for estimating indirect effects in simple mediation models
Preacher, K. J., & Hayes, A. F. (2004) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03206553 · Cited by 17,383
QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies
Whiting, P. F., Rutjes, A. W. S., Westwood, M. E., Mallett, S., Deeks, J. J., Reitsma, J. B., Leeflang, M. M. G., Sterne, J. A. C., Bossuyt, P. M. M., & the QUADAS-2 Group* (2011) · Annals of Internal Medicine · doi:10.7326/0003-4819-155-8-201110180-00009 · Cited by 14,199
Required sample size to detect the mediated effect
Fritz, M. S., & MacKinnon, D. P. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01882.x · Cited by 4,810
Assessing Bias in Studies of Prognostic Factors
Hayden, J. A., van der Windt, D. A., Cartwright, J. L., Côté, P., & Bombardier, C. (2013) · Annals of Internal Medicine · doi:10.7326/0003-4819-158-4-201302190-00009 · Cited by 3,287
The fear-avoidance model of musculoskeletal pain: Current state of scientific evidence
Leeuw, M., Goossens, M. E. J. B., Linton, S. J., Crombez, G., Boersma, K., & Vlaeyen, J. W. S. (2007) · Journal of Behavioral Medicine · doi:10.1007/s10865-006-9085-0 · Cited by 2,261
Valeri, L., & VanderWeele, T. J. (2013) · Psychological Methods · doi:10.1037/a0031034 · Cited by 2,132
Mediation Analysis: A Practitioner's Guide
VanderWeele, T. J. (2016) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-032315-021402 · Cited by 1,985
The association of sleep and pain: an update and a path forward
Finan, P. H., Goodin, B. R., & Smith, M. T. (2013) · The Journal of Pain · doi:10.1016/j.jpain.2013.08.007 · Cited by 1,620
Psychological factors in chronic pain: Evolution and revolution
Turk, D. C., & Okifuji, A. (2002) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.70.3.678 · Cited by 1,017
Psychological aspects of persistent pain: Current state of the science
Keefe, F. J., Rumble, M. E., Scipio, C. D., Giordano, L. A., & Perri, L. M. (2004) · The Journal of Pain · doi:10.1016/j.jpain.2004.02.576 · Cited by 954
Smith, M. T., & Haythornthwaite, J. A. (2004) · Sleep Medicine Reviews · doi:10.1016/s1087-0792(03)00044-3 · Cited by 914 · cited 1×
“Eligible articles were: (1) observational studies (cross-sectional or longitudinal) or randomised controlled trials with (2) a measure of sleep and (3) a measure of pain intensity and (4) a measure of a putative mediating variable with (5) a formal test of mediation (eg, causal steps approach, product of coefficient a…”
BackgroundBuysse, D. J., Hall, M. L., Strollo, P. J., Kamarck, T. W., Owens, J., Lee, L., Reis, S. E., & Matthews, K. A. (2008) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.27351 · Cited by 858
Chronic pain and posttraumatic stress disorder: Mutual maintenance?
Sharp, T. J., & Harvey, A. G. (2001) · Clinical Psychology Review · doi:10.1016/s0272-7358(00)00071-4 · Cited by 779
Sleep deprivation and pain perception
LAUTENBACHER, S., KUNDERMANN, B., & KRIEG, J. (2006) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2005.08.001 · Cited by 613 · cited 1×
“Eligible articles were: (1) observational studies (cross-sectional or longitudinal) or randomised controlled trials with (2) a measure of sleep and (3) a measure of pain intensity and (4) a measure of a putative mediating variable with (5) a formal test of mediation (eg, causal steps approach, product of coefficient a…”
BackgroundLee, H., Hübscher, M., Moseley, G. L., Kamper, S. J., Traeger, A. C., Mansell, G., & McAuley, J. H. (2015) · Pain · doi:10.1097/j.pain.0000000000000146 · Cited by 526
Sleep disturbances in fibromyalgia syndrome: Relationship to pain and depression
Bigatti, S. M., Hernandez, A. M., Cronan, T. A., & Rand, K. L. (2008) · Arthritis Care & Research · doi:10.1002/art.23828 · Cited by 402
Lubans, D. R., Foster, C., & Biddle, S. J. H. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.07.011 · Cited by 388
Prevalence and correlates of clinical insomnia co‐occurring with chronic back pain
TANG, N. K. Y., WRIGHT, K. J., & SALKOVSKIS, P. M. (2007) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2007.00571.x · Cited by 383
Self-citationDuration of sleep contributes to next-day pain report in the general population
Edwards, R. R., Almeida, D. M., Klick, B., Haythornthwaite, J. A., & Smith, M. T. (2008) · Pain · doi:10.1016/j.pain.2008.01.025 · Cited by 321
A systematic review of sleep in pediatric pain populations
Valrie, C. R., Bromberg, M. H., Palermo, T., & Schanberg, L. E. (2013) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0b013e31827d5848 · Cited by 237 · cited 1×
“, informed by conceptual models described by Lewin and Dahl(44) and Valrie et al.(45) proposes that decreased sleep duration leads to increased negative affect, irritability and decreased attentional control, which then lead to increased pain perception.”
MethodTang, N. K. Y., Lereya, S. T., Boulton, H., Miller, M. A., Wolke, D., & Cappuccio, F. P. (2015) · Sleep · doi:10.5665/sleep.5158 · Cited by 176
Self-citationCerin, E., Barnett, A., & Baranowski, T. (2009) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2009.03.129 · Cited by 176
Research works printed but not linked: 61
- Dzierzewski, 2010, Daily variations in objective nighttime sleep and subjective morning pain in older adults with insomnia: evidence of covariation over time, J Am Geriatr Soc, 58, 925, 10.1111/j.1532-5415.2010.02803.x · DOI
- Quartana, 2010, Naturalistic changes in insomnia symptoms and pain in temporomandibular joint disorder: a cross-lagged panel analysis, Pain, 149, 325, 10.1016/j.pain.2010.02.029 · DOI
- Lewandowski, 2010, Temporal daily associations between pain and sleep in adolescents with chronic pain versus healthy adolescents, Pain, 151, 220, 10.1016/j.pain.2010.07.016 · DOI
- Bromberg, 2012, Daily sleep quality and mood as predictors of pain in children with juvenile polyarticular arthritis, Health Psychol, 31, 202, 10.1037/a0025075 · DOI
- Tang, 2012, Deciphering the temporal link between pain and sleep in a heterogeneous chronic pain patient sample: a multilevel daily process study, Sleep, 35, 675
- Koffel, 2016, The bidirectional relationship between sleep complaints and pain: analysis of data from a randomized trial, Health Psychol, 35, 41, 10.1037/hea0000245 · DOI
- Finan, 2013, The comorbidity of insomnia, chronic pain, and depression: dopamine as a putative mechanism, Sleep Med Rev, 17, 173, 10.1016/j.smrv.2012.03.003 · DOI · Paper page
- Rizzi, 2017, Influence of autonomic nervous system dysfunction in the genesis of sleep disorders in fibromyalgia patients, Clin Exp Rheumatol, 35, 74
- Nijs, 2017, Sleep disturbances and severe stress as glial activators: key targets for treating central sensitization in chronic pain patients?, Expert Opin Ther Targets, 21, 817, 10.1080/14728222.2017.1353603 · DOI
- Nijs, 2018, Sleep disturbances in chronic pain: neurobiology, assessment, and treatment in physical therapist practice, Phys Ther, 98, 325, 10.1093/ptj/pzy020 · DOI
- Finan, 2017, Partial sleep deprivation attenuates the positive affective system: effects across multiple measurement modalities, Sleep, 40, 1, 10.1093/sleep/zsw017 · DOI
- Mullington, 2010, Sleep loss and inflammation, Best Pract Res Clin Endocrinol Metab, 24, 775, 10.1016/j.beem.2010.08.014 · DOI · Paper page
- Tang, 2018, Cognitive behavioural therapy in pain and psychological disorders: Towards a hybrid future, Prog Neuropsychopharmacol Biol Psychiatry, 87, 281, 10.1016/j.pnpbp.2017.02.023 · DOI
- Baron, 1986, The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations, J Pers Soc Psychol, 51, 1173, 10.1037/0022-3514.51.6.1173 · DOI · Paper page
- Liu, 2016, Implementation and reporting of causal mediation analysis in 2015: a systematic review in epidemiological studies, BMC Res Notes, 9, 354, 10.1186/s13104-016-2163-7 · DOI
- Green, 2010, Enough already about “black box” experiments: studying mediation is more difficult than most scholars suppose, Ann Am Acad Polit Soc Sci, 628, 200, 10.1177/0002716209351526 · DOI · Paper page
- Moher, 2009, Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement, Ann Intern Med, 151, 264, 10.7326/0003-4819-151-4-200908180-00135 · DOI · Paper page
- Mansell, 2013, Why and how back pain interventions work: what can we do to find out?, Best Pract Res Clin Rheumatol, 27, 685, 10.1016/j.berh.2013.10.001 · DOI
- Higgins, 2011, The Cochrane collaboration’s tool for assessing risk of bias in randomised trials, BMJ, 343, d5928, 10.1136/bmj.d5928 · DOI · Paper page
- Valrie, 2008, Daily mood as a mediator or moderator of the pain-sleep relationship in children with sickle cell disease, J Pediatr Psychol, 33, 317, 10.1093/jpepsy/jsm058 · DOI
- Bonvanie, 2016, Sleep problems and pain: a longitudinal cohort study in emerging adults, Pain, 157, 957, 10.1097/j.pain.0000000000000466 · DOI
- Evans, 2017, Sleep quality, affect, pain, and disability in children with chronic pain: is affect a mediator or moderator?, J Pain, 18, 1087, 10.1016/j.jpain.2017.04.007 · DOI
- Goodin, 2012, Poor sleep quality and exaggerated salivary cortisol reactivity to the cold pressor task predict greater acute pain severity in a non-clinical sample, Biol Psychol, 91, 36, 10.1016/j.biopsycho.2012.02.020 · DOI
- Hamilton, 2012, Evaluating evidence for the role of sleep in fibromyalgia: a test of the sleep and pain diathesis model, Cognit Ther Res, 36, 806, 10.1007/s10608-011-9421-8 · DOI
- Harrison, 2016, Exploring the associations shared by mood, pain-related attention and pain outcomes related to sleep disturbance in a chronic pain sample, Psychol Health, 31, 565, 10.1080/08870446.2015.1124106 · DOI
- Nicassio, 2012, The contribution of pain and depression to self-reported sleep disturbance in patients with rheumatoid arthritis, Pain, 153, 107, 10.1016/j.pain.2011.09.024 · DOI
- O’Brien, 2010, Negative mood mediates the effect of poor sleep on pain among chronic pain patients, Clin J Pain, 26, 310, 10.1097/AJP.0b013e3181c328e9 · DOI
- Pavlova, 2017, Disentangling the sleep-pain relationship in pediatric chronic pain: the mediating role of internalizing mental health symptoms, Pain Res Manag, 2017, 1586921, 10.1155/2017/1586921 · DOI
- Melzack, 1987, The short-form McGill pain questionnaire, Pain, 30, 191, 10.1016/0304-3959(87)91074-8 · DOI · Paper page
- Flor, 1985, Assessment of stress-related psychophysiological reactions in chronic back pain patients, J Consult Clin Psychol, 53, 354, 10.1037/0022-006X.53.3.354 · DOI
- Lewin, 1999, Importance of sleep in the management of pediatric pain, J Dev Behav Pediatr, 20, 244, 10.1097/00004703-199908000-00007 · DOI
- van Stralen, 2011, What works in school-based energy balance behaviour interventions and what does not? A systematic review of mediating mechanisms, Int J Obes (Lond), 35, 1251, 10.1038/ijo.2011.68 · DOI
- Hoven, 2013, Work characteristics, socioeconomic position and health: a systematic review of mediation and moderation effects in prospective studies, Occup Environ Med, 70, 663, 10.1136/oemed-2012-101331 · DOI
- Morley, 2015, Well, I wouldn’t start from here, Pain, 156, 986, 10.1097/j.pain.0000000000000183 · DOI
- Pearce, 2016, Causal inference-so much more than statistics, Int J Epidemiol, 45, 1895, 10.1093/ije/dyw328 · DOI
- Shrier, 2008, Reducing bias through directed acyclic graphs, BMC Med Res Methodol, 8, 70, 10.1186/1471-2288-8-70 · DOI
- Smith, 2009, Mechanisms by which sleep disturbance contributes to osteoarthritis pain: a conceptual model, Curr Pain Headache Rep, 13, 447, 10.1007/s11916-009-0073-2 · DOI
- Mansell, 2017, Mediators of treatment effect in the back in action trial: using latent growth modeling to take change over time into account, Clin J Pain, 33, 811, 10.1097/AJP.0000000000000463 · DOI
- May, 2018, Ecological momentary assessment methodology in chronic pain research: a systematic review, J Pain, 19, 699, 10.1016/j.jpain.2018.01.006 · DOI · Paper page
- Jensen, 2017, What determines whether a pain is rated as mild, moderate, or severe? the importance of pain beliefs and pain interference, Clin J Pain, 33, 414, 10.1097/AJP.0000000000000429 · DOI · Paper page
- Fritz, 2012, Explanation of two anomalous results in statistical mediation analysis, Multivariate Behav Res, 47, 61, 10.1080/00273171.2012.640596 · DOI
- Daniel, 2015, Causal mediation analysis with multiple mediators, Biometrics, 71, 1, 10.1111/biom.12248 · DOI
- Sanders, 2016, Subjective sleep quality deteriorates before development of painful temporomandibular disorder, J Pain, 17, 669, 10.1016/j.jpain.2016.02.004 · DOI
- Pollmächer, 2002, Low levels of circulating inflammatory cytokines--do they affect human brain functions?, Brain Behav Immun, 16, 525, 10.1016/S0889-1591(02)00004-1 · DOI · Paper page
- Haack, 2007, Elevated inflammatory markers in response to prolonged sleep restriction are associated with increased pain experience in healthy volunteers, Sleep, 30, 1145, 10.1093/sleep/30.9.1145 · DOI · Paper page
- Campbell, 2015, Sleep, pain catastrophizing, and central sensitization in knee osteoarthritis patients with and without insomnia, Arthritis Care Res (Hoboken), 67, 1387, 10.1002/acr.22609 · DOI
- Smith, 2009, Sleep disorders and their association with laboratory pain sensitivity in temporomandibular joint disorder, Sleep, 32, 779, 10.1093/sleep/32.6.779 · DOI
- Spielman, 2016, Physical activity and exercise attenuate neuroinflammation in neurological diseases, Brain Res Bull, 125, 19, 10.1016/j.brainresbull.2016.03.012 · DOI
- Beck, 2005, Pain, sleep disturbance, and fatigue in patients with cancer: using a mediation model to test a symptom cluster, Oncol Nurs Forum, 32, 542, 10.1188/05.ONF.E48-E55 · DOI
- Mystakidou, 2007, The relationship of subjective sleep quality, pain, and quality of life in advanced cancer patients, Sleep, 30, 737, 10.1093/sleep/30.6.737 · DOI
- Stepanski, 2009, The relation of trouble sleeping, depressed mood, pain, and fatigue in patients with cancer, J Clin Sleep Med, 5, 132, 10.5664/jcsm.27441 · DOI
- Oh, 2012, The identification of multiple symptom clusters and their effects on functional performance in cancer patients, J Clin Nurs, 21, 2832, 10.1111/j.1365-2702.2011.04057.x · DOI
- Ma, 2014, Rest/activity rhythm is related to the coexistence of pain and sleep disturbance among advanced cancer patients with pain, Support Care Cancer, 22, 87, 10.1007/s00520-013-1918-0 · DOI
- Grandner, 2013, Dietary nutrients associated with short and long sleep duration. Data from a nationally representative sample, Appetite, 64, 71, 10.1016/j.appet.2013.01.004 · DOI · Paper page
- Grandner, 2014, Sleep symptoms associated with intake of specific dietary nutrients, J Sleep Res, 23, 22, 10.1111/jsr.12084 · DOI · Paper page
- St-Onge, 2016, Fiber and saturated fat are associated with sleep arousals and slow wave sleep, J Clin Sleep Med, 12, 19, 10.5664/jcsm.5384 · DOI
- Choi, 2014, The relationship between pain and eating among overweight and obese individuals with osteoarthritis: an ecological momentary study, Pain Res Manag, 19, e159, 10.1155/2014/598382 · DOI
- Gibson, 2006, Emotional influences on food choice: sensory, physiological and psychological pathways, Physiol Behav, 89, 53, 10.1016/j.physbeh.2006.01.024 · DOI
- Markus, 2000, Effects of food on cortisol and mood in vulnerable subjects under controllable and uncontrollable stress, Physiol Behav, 70, 333, 10.1016/S0031-9384(00)00265-1 · DOI
- Kanarek, 1997, Dietary modulation of mu and kappa opioid receptor-mediated analgesia, Pharmacol Biochem Behav, 58, 43, 10.1016/S0091-3057(96)00470-4 · DOI
- Holla, 2014, The avoidance model in knee and hip osteoarthritis: a systematic review of the evidence, J Behav Med, 37, 1226, 10.1007/s10865-014-9571-8 · DOI
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Metadata
- Authors
- Whibley, D., AlKandari, N., Kristensen, K., Barnish, M., Rzewuska, M., Druce, K. L., & Tang, N. K. Y.
- Venue
- The Clinical Journal of Pain
- Published
- 2019-06
- Volume
- 35
- Issue
- 6
- Pages
- 544-558
- ISSN
- 0749-8047
- Cited by
- 178
- References
- 22
- Language
- en
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