Skip to main content
Log in

Assessing Risk Factors and Comorbidities in the Treatment of Chronic Pain: A Narrative Review

  • Chronic Pain Medicine (O Viswanath, Section Editor)
  • Published:
Current Pain and Headache Reports Aims and scope Submit manuscript

Abstract

Purpose of Review

Chronic pain affects a significant portion of the population globally, making it a leading cause of disability. Understanding the multifaceted nature of chronic pain, its various types, and the intricate relationship it shares with risk factors, comorbidities, and mental health issues like depression and anxiety is critical for comprehensive patient care. Factors such as socioeconomic status (SES), age, gender, and obesity collectively add layers of complexity to chronic pain experiences and pose management challenges.

Recent Findings

Low SES presents barriers to effective pain care, while gender differences and the prevalence of chronic pain in aging adults emphasize the need for tailored approaches. The association between chronic pain and physical comorbidities like cardiovascular disease, chronic obstructive pulmonary disease (COPD), and diabetes mellitus reveals shared risk factors and further highlights the importance of integrated treatment strategies. Chronic pain and mental health are intricately linked through biochemical mechanisms, profoundly affecting overall quality of life. This review explores pharmacologic treatment for chronic pain, particularly opioid analgesia, with attention to the risk of substance misuse and the ongoing opioid epidemic. We discuss the potential role of medical cannabis as an alternative treatment with a nuanced perspective on its impact on opioid use.

Summary

Addressing the totality and complexity of pain states is crucial to individualizing chronic pain management. With different types of pain having different underlying mechanisms, considerations should be made when approaching their treatment. Moreover, the synergistic relationship that pain states can have with other comorbidities further complicates chronic pain conditions.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Data Availability

No datasets were generated or analysed during the current study.

References

Papers of particular interest, published recently, have been highlighted as: • Of importance

  1. Rikard SM. Chronic pain among adults — United States, 2019–2021. MMWR Morb Mortal Wkly Rep. 2023. https://doi.org/10.15585/mmwr.mm7215a1.

    Article  PubMed  PubMed Central  Google Scholar 

  2. GBD 2016 Disease and Injury Incidence and Prevalence Collaborators. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017 Sep 16;390(10100):1211–59. https://doi.org/10.1016/S0140-6736(17)32154-2. Erratum In: Lancet. 2017 Oct 28;390(10106):e38. PMID: 28919117; PMCID: PMC5605509.

  3. Atta AA, Ibrahim WW, Mohamed AF, Abdelkader NF. Microglia polarization in nociplastic pain: mechanisms and perspectives. Inflammopharmacology. 2023;31(3):1053–67. https://doi.org/10.1007/s10787-023-01216-x.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Kosek E, Cohen M, Baron R, et al. Do we need a third mechanistic descriptor for chronic pain states? Pain. 2016;157(7):1382. https://doi.org/10.1097/j.pain.0000000000000507.

    Article  PubMed  Google Scholar 

  5. • Bułdyś K, Górnicki T, Kałka D, et al. What do we know about nociplastic pain? Healthcare. 2023;11(12):1794. https://doi.org/10.3390/healthcare11121794. With nociplastic pain being a newly coined term and concept, there is still much debate about its role in various chronic pain states. Further research on the pathophysiology of nociplastic pain and a better understanding of its capacity could precipitate more efficient treatment options.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Dydyk AM, Conermann T. Chronic pain. In: StatPearls. StatPearls Publishing; 2024. Accessed 30 Jan 2024. http://www.ncbi.nlm.nih.gov/books/NBK553030/.

  7. Guerriero F. Guidance on opioids prescribing for the management of persistent non-cancer pain in older adults. World J Clin Cases. 2017;5(3):73–81. https://doi.org/10.12998/wjcc.v5.i3.73.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Poleshuck EL, Green CR. Socioeconomic disadvantage and pain. Pain. 2008;136(3):235–8. https://doi.org/10.1016/j.pain.2008.04.003.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Janevic MR, McLaughlin SJ, Heapy AA, Thacker C, Piette JD. Racial and socioeconomic disparities in disabling chronic pain: findings from the Health and Retirement Study. J Pain. 2017;18(12):1459–67. https://doi.org/10.1016/j.jpain.2017.07.005.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Hollingshead N, Matthias M, Bair M, Hirsh A. Healthcare providers’ perceptions of socioeconomically disadvantaged patients with chronic pain: a qualitative investigation. J Health Disparities Res Pract. 2016;9(3). https://digitalscholarship.unlv.edu/jhdrp/vol9/iss3/3.

  11. Nampiaparampil DE, Nampiaparampil JX, Harden RN. Pain and prejudice. Pain Med. 2009;10(4):716–21. https://doi.org/10.1111/j.1526-4637.2009.00612.x.

    Article  PubMed  Google Scholar 

  12. Summers KM, Deska JC, Almaraz SM, Hugenberg K, Lloyd EP. Poverty and pain: low-SES people are believed to be insensitive to pain. J Exp Soc Psychol. 2021;95: 104116. https://doi.org/10.1016/j.jesp.2021.104116.

    Article  Google Scholar 

  13. Bartley EJ, Fillingim RB. Sex differences in pain: a brief review of clinical and experimental findings. BJA Br J Anaesth. 2013;111(1):52–8. https://doi.org/10.1093/bja/aet127.

    Article  CAS  PubMed  Google Scholar 

  14. Riley JL III, Robinson ME, Wise EA, Myers CD, Fillingim RB. Sex differences in the perception of noxious experimental stimuli: a meta-analysis. Pain. 1998;74(2):181–7. https://doi.org/10.1016/S0304-3959(97)00199-1.

    Article  PubMed  Google Scholar 

  15. El-Shormilisy N, Strong J, Meredith PJ. Associations among gender, coping patterns and functioning for individuals with chronic pain: a systematic review. Pain Res Manag J Can Pain Soc. 2015;20(1):48–55.

    Article  Google Scholar 

  16. Racine M, Tousignant-Laflamme Y, Kloda LA, Dion D, Dupuis G, Choinière M. A systematic literature review of 10 years of research on sex/gender and pain perception – Part 2: do biopsychosocial factors alter pain sensitivity differently in women and men? Pain. 2012;153(3):619–35. https://doi.org/10.1016/j.pain.2011.11.026.

    Article  PubMed  Google Scholar 

  17. Hunt K, Adamson J, Hewitt C, Nazareth I. Do women consult more than men? A review of gender and consultation for back pain and headache. J Health Serv Res Policy. 2011;16(2):108–17. https://doi.org/10.1258/jhsrp.2010.009131.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Larsson C, Hansson E, Sundquist K, Jakobsson U. Chronic pain in older adults: prevalence, incidence, and risk factors. Scand J Rheumatol. 2016;46:1–9. https://doi.org/10.1080/03009742.2016.1218543.

    Article  Google Scholar 

  19. Lakha SF, Assimakopoulos D, Mailis A. Comparison of older and younger patients referred to a non-interventional community pain clinic in the Greater Toronto Area (GTA). Pain Ther. 2023;12(1):213–24. https://doi.org/10.1007/s40122-022-00435-4.

    Article  PubMed  Google Scholar 

  20. • Stokes AC, Xie W, Lunderberg DJ, et al. Increases in BMI and chronic pain for US adults in midlife 1992 to 2016 SSM. Popul Health. 2020;12:100644. https://doi.org/10.1016/j.ssmph.2020.100644. With obesity being an associated risk factor of both chronic pain and its common comorbidities, it is important to note potential correlation in the rising trends in these conditions.

    Article  Google Scholar 

  21. Mancuso P. The role of adipokines in chronic inflammation. ImmunoTargets Ther. 2016;5:47–56. https://doi.org/10.2147/ITT.S73223.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Hainsworth KR, Simpson PM, Raff H, Grayson MH, Zhang L, Weisman SJ. Circulating inflammatory biomarkers in adolescents: evidence of interactions between chronic pain and obesity. Pain Rep. 2021;6(1): e916. https://doi.org/10.1097/PR9.0000000000000916.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Hitt HC, McMillen RC, Thornton-Neaves T, Koch K, Cosby AG. Comorbidity of obesity and pain in a general population: results from the Southern Pain Prevalence Study. J Pain. 2007;8(5):430–6. https://doi.org/10.1016/j.jpain.2006.12.003.

    Article  PubMed  Google Scholar 

  24. Reynolds CA, Minic Z. Chronic pain-associated cardiovascular disease: the role of sympathetic nerve activity. Int J Mol Sci. 2023;24(6):5378. https://doi.org/10.3390/ijms24065378.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Hansen J, Molsted S, Ekholm O, Hansen H. Pain prevalence, localization, and intensity in adults with and without COPD: results from the Danish Health and Morbidity Survey (a Self-reported Survey). Int J Chron Obstruct Pulmon Dis. 2020;15:3303–11. https://doi.org/10.2147/COPD.S275234.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Chopra S, Malhotra A, Ranjan P, Vikram NK, Singh N. Lifestyle-related advice in the management of obesity: a step-wise approach. J Educ Health Promot. 2020;9:239. https://doi.org/10.4103/jehp.jehp_216_20.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Shahid S, Akhter Z, Sukaina M, Sohail F, Nasir F. Association of diabetes with lower back pain: a narrative review. Cureus. 2021;13(6):e15776. https://doi.org/10.7759/cureus.15776.  PMID: 34295586; PMCID: PMC8291343.

  28. Small RN, Shergill Y, Tremblay S, et al. Understanding the impact of chronic pain in the emergency department: prevalence and characteristics of patients visiting the emergency department for chronic pain at an urban academic health sciences centre. Can J Pain. 2019;3(1):106–13. https://doi.org/10.1080/24740527.2019.1587290.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Haase J, Brown E. Integrating the monoamine, neurotrophin and cytokine hypotheses of depression — a central role for the serotonin transporter? Pharmacol Ther. 2015;147:1–11. https://doi.org/10.1016/j.pharmthera.2014.10.002.

    Article  CAS  PubMed  Google Scholar 

  30. Bannister K, Bee LA, Dickenson AH. Preclinical and early clinical investigations related to monoaminergic pain modulation. Neurother J Am Soc Exp Neurother. 2009;6(4):703–12. https://doi.org/10.1016/j.nurt.2009.07.009.

    Article  CAS  Google Scholar 

  31. Hammond DL, Tyce GM, Yaksh TL. Efflux of 5-hydroxytryptamine and noradrenaline into spinal cord superfusates during stimulation of the rat medulla. J Physiol. 1985;359:151–62. https://doi.org/10.1113/jphysiol.1985.sp015579.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Sagheddu C, Aroni S, De Felice M, et al. Enhanced serotonin and mesolimbic dopamine transmissions in a rat model of neuropathic pain. Neuropharmacology. 2015;97:383–93. https://doi.org/10.1016/j.neuropharm.2015.06.003.

    Article  CAS  PubMed  Google Scholar 

  33. Glantz LA, Gilmore JH, Overstreet DH, Salimi K, Lieberman JA, Jarskog LF. Pro-apoptotic Par-4 and dopamine D2 receptor in temporal cortex in schizophrenia, bipolar disorder and major depression. Schizophr Res. 2010;118(1–3):292–9. https://doi.org/10.1016/j.schres.2009.12.027.

    Article  PubMed  PubMed Central  Google Scholar 

  34. De La Rosa JS, Brady BR, Ibrahim MM, et al. Co-occurrence of chronic pain and anxiety/depression symptoms in U.S. adults: prevalence, functional impacts, and opportunities. PAIN. Published online May 13, 2022:https://doi.org/10.1097/j.pain.0000000000003056.

  35. Kroenke K, Wu J, Bair MJ, Krebs EE, Damush TM, Tu W. Reciprocal relationship between pain and depression: a 12-month longitudinal analysis in primary care. J Pain. 2011;12(9):964–73. https://doi.org/10.1016/j.jpain.2011.03.003.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Thielke SM, Fan MY, Sullivan M, Unützer J. Pain limits the effectiveness of collaborative care for depression. Am J Geriatr Psychiatry. 2007;15(8):699–707. https://doi.org/10.1097/JGP.0b013e3180325a2d.

    Article  PubMed  Google Scholar 

  37. Bair MJ, Robinson RL, Eckert GJ, Stang PE, Croghan TW, Kroenke K. Impact of pain on depression treatment response in primary care. Psychosom Med. 2004;66(1):17. https://doi.org/10.1097/01.PSY.0000106883.94059.C5.

    Article  PubMed  Google Scholar 

  38. Han H, Wang SM, Han C, Lee SJ, Pae CU. The relationship between somatic symptoms and depression. Neuro Endocrinol Lett. 2014;35:463–9.

    PubMed  Google Scholar 

  39. Arvidsson U, Dado R, Riedl M, et al. delta-Opioid receptor immunoreactivity: distribution in brainstem and spinal cord, and relationship to biogenic amines and enkephalin. J Neurosci. 1995;15(2):1215–35. https://doi.org/10.1523/JNEUROSCI.15-02-01215.1995.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Lewis ME, Pert A, Pert CB, Herkenham M. Opiate receptor localization in rat cerebral cortex. J Comp Neurol. 1983;216(3):339–58. https://doi.org/10.1002/cne.902160310.

    Article  CAS  PubMed  Google Scholar 

  41. Mathieu-Kia AM, Fan LQ, Kreek MJ, Simon EJ, Hiller JM. μ-, δ- and κ-opioid receptor populations are differentially altered in distinct areas of postmortem brains of Alzheimer’s disease patients. Brain Res. 2001;893(1):121–34. https://doi.org/10.1016/S0006-8993(00)03302-3.

    Article  CAS  PubMed  Google Scholar 

  42. Pan YX, Pasternak GW. Molecular biology of mu opioid receptors. In: Pasternak GW, ed. The opiate receptors The Receptors Humana Press. 2011;121:160. https://doi.org/10.1007/978-1-60761-993-2_6.

    Article  Google Scholar 

  43. Traynor JR, Wood MS. Distribution of opioid binding sites in spinal cord. Neuropeptides. 1987;10(4):313–20. https://doi.org/10.1016/S0143-4179(87)90065-5.

    Article  CAS  PubMed  Google Scholar 

  44. Garland EL, Froeliger B, Zeidan F, Partin K, Howard MO. The downward spiral of chronic pain, prescription opioid misuse, and addiction: cognitive, affective, and neuropsychopharmacologic pathways. Neurosci Biobehav Rev. 2013;7(10 0 2):2597–607. https://doi.org/10.1016/j.neubiorev.2013.08.006.

    Article  Google Scholar 

  45. Becker S, Gandhi W, Schweinhardt P. Cerebral interactions of pain and reward and their relevance for chronic pain. Neurosci Lett. 2012;520(2):182–7. https://doi.org/10.1016/j.neulet.2012.03.013.

    Article  CAS  PubMed  Google Scholar 

  46. Fields HL. Mu opioid receptor mediated analgesia and reward. In: Pasternak GW, ed. The Receptors Humana Press. 2011;239:264. https://doi.org/10.1007/978-1-60761-993-2_10.

    Article  Google Scholar 

  47. Julien RM. A primer of drug action: a concise nontechnical guide to the actions, uses, and side effects of psychoactive drugs, revised and updated. Henry Holt and Company; 2013.

  48. Johnson S, North R. Opioids excite dopamine neurons by hyperpolarization of local interneurons. J Neurosci. 1992;12(2):483–8. https://doi.org/10.1523/JNEUROSCI.12-02-00483.1992.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Chiara GD, Alan NR. Neurobiology of opiate abuse. Trends Pharmacol Sci. 1992;13:185–93. https://doi.org/10.1016/0165-6147(92)90062-B.

    Article  PubMed  Google Scholar 

  50. Volkow ND, Wang GJ, Fowler JS, Tomasi D, Telang F. Addiction: beyond dopamine reward circuitry. Proc Natl Acad Sci U S A. 2011;108(37):15037–42. https://doi.org/10.1073/pnas.1010654108.

    Article  PubMed  PubMed Central  Google Scholar 

  51. Berridge KC, Robinson TE, Aldridge JW. Dissecting components of reward: ‘liking’, ‘wanting’, and learning. Curr Opin Pharmacol. 2009;9(1):65–73. https://doi.org/10.1016/j.coph.2008.12.014.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Merrer JL, Becker JAJ, Befort K, Kieffer BL. Reward processing by the opioid system in the brain. Physiol Rev. 2009;89(4):1379–412. https://doi.org/10.1152/physrev.00005.2009.

    Article  PubMed  Google Scholar 

  53. Becerra L, Harter K, Gonzalez RG, Borsook D. Functional magnetic resonance imaging measures of the effects of morphine on central nervous system circuitry in opioid-naive healthy volunteers. Anesth Analg. 2006;103(1):208. https://doi.org/10.1213/01.ane.0000221457.71536.e0.

    Article  CAS  PubMed  Google Scholar 

  54. Jastrzab L, Mackey S, Chu L, Stringer E, Younger J. Neural correlates of opioid induced hyperalgesia. J Pain. 2012;13(4):S51. https://doi.org/10.1016/j.jpain.2012.01.216.

    Article  Google Scholar 

  55. Wanigasekera V, Lee MC, Rogers R, et al. Baseline reward circuitry activity and trait reward responsiveness predict expression of opioid analgesia in healthy subjects. Proc Natl Acad Sci U S A. 2012;109(43):17705–10. https://doi.org/10.1073/pnas.1120201109.

    Article  PubMed  PubMed Central  Google Scholar 

  56. Lee MC, Wanigasekera V, Tracey I. Imaging opioid analgesia in the human brain. Trends Anaesth Crit Care. 2012;2(5):244–8. https://doi.org/10.1016/j.tacc.2012.07.002.

    Article  Google Scholar 

  57. Breiter HC, Gollub RL, Weisskoff RM, et al. Acute effects of cocaine on human brain activity and emotion. Neuron. 1997;19(3):591–611. https://doi.org/10.1016/S0896-6273(00)80374-8.

    Article  CAS  PubMed  Google Scholar 

  58. Fiset P, Plourde G, Backman SB. Brain imaging in research on anesthetic mechanisms: studies with propofol. In: Laureys S, ed. Progress in brain research. Vol 150. The boundaries of consciousness: neurobiology and neuropathology. Elsevier; 2005:245–598. https://doi.org/10.1016/S0079-6123(05)50018-9.

  59. Wagner KJ, Sprenger T, Kochs EF, Tölle TR, Valet M, Willoch F. Imaging human cerebral pain, modulation by dose-dependent opioid analgesia: a positron emission tomography activation study using remifentanil. Anesthesiology. 2007;106(3):548–56. https://doi.org/10.1097/00000542-200703000-00020.

    Article  CAS  PubMed  Google Scholar 

  60. Oertel B, Preibisch C, Wallenhorst T, et al. Differential opioid action on sensory and affective cerebral pain processing. Clin Pharmacol Ther. 2008;83(4):577–88. https://doi.org/10.1038/sj.clpt.6100441.

    Article  CAS  PubMed  Google Scholar 

  61. Thayer JF, Lane RD. Claude Bernard and the heart–brain connection: further elaboration of a model of neurovisceral integration. Neurosci Biobehav Rev. 2009;33(2):81–8. https://doi.org/10.1016/j.neubiorev.2008.08.004.

    Article  PubMed  Google Scholar 

  62. Vallejo R. Pharmacology of opioids in the treatment of chronic pain syndromes. pain Physician. 2011;14(4):E343–60. https://doi.org/10.36076/ppj.2011/14/E343.

    Article  PubMed  Google Scholar 

  63. Dellemijn PL, Vanneste JA. Randomised double-blind active-placebo-controlled crossover trial of intravenous fentanyl in neuropathic pain. The Lancet. 1997;349(9054):753–8. https://doi.org/10.1016/S0140-6736(96)09024-1.

    Article  CAS  Google Scholar 

  64. Ballantyne JC. Opioids for the treatment of chronic pain: mistakes made, lessons learned, and future directions. Anesth Analg. 2017;125(5):1769. https://doi.org/10.1213/ANE.0000000000002500.

    Article  PubMed  Google Scholar 

  65. Kucyi A, Davis KD. The dynamic pain connectome. Trends Neurosci. 2015;38(2):86–95. https://doi.org/10.1016/j.tins.2014.11.006.

    Article  CAS  PubMed  Google Scholar 

  66. Rivat C, Ballantyne J. The dark side of opioids in pain management: basic science explains clinical observation. Pain Rep. 2016;1(2): e570. https://doi.org/10.1097/PR9.0000000000000570.

    Article  PubMed  PubMed Central  Google Scholar 

  67. Ballantyne JC, Sullivan MD, Kolodny A. Opioid dependence vs addiction: a distinction without a difference? Arch Intern Med. 2012;172(17):1342–3. https://doi.org/10.1001/archinternmed.2012.3212.

    Article  PubMed  Google Scholar 

  68. Ballantyne JC, LaForge KS. Opioid dependence and addiction during opioid treatment of chronic pain. Pain. 2007;129(3):235–55. https://doi.org/10.1016/j.pain.2007.03.028.

    Article  CAS  PubMed  Google Scholar 

  69. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 4th ed. Washington, DC: American Psychiatric Association; 1994.

    Google Scholar 

  70. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 5th ed. Arlington, VA: American Psychiatric Publishing; 2013.

    Book  Google Scholar 

  71. Bolshakova M, Bluthenthal R, Sussman S. Opioid use and misuse: health impact, prevalence, correlates and interventions. Psychol Health. 2019;34(9):1105–39. https://doi.org/10.1080/08870446.2019.1622013.

    Article  PubMed  PubMed Central  Google Scholar 

  72. CDC. Disease of the Week - Opioid Use Disorder. Centers for Disease Control and Prevention. Published August 30, 2022. Accessed 22 Jan 2024.https://www.cdc.gov/drugoverdose/featured-topics/opioid-use-disorder/index.html.

  73. Imtiaz S, Shield KD, Fischer B, et al. Recent changes in trends of opioid overdose deaths in North America. Subst Abuse Treat Prev Policy. 2020;15:66. https://doi.org/10.1186/s13011-020-00308-z.

    Article  PubMed  PubMed Central  Google Scholar 

  74. Bohnert ASB, Valenstein M, Bair MJ, et al. Association between opioid prescribing patterns and opioid overdose-related deaths. JAMA. 2011;305(13):1315–21. https://doi.org/10.1001/jama.2011.370.

    Article  CAS  PubMed  Google Scholar 

  75. Imtiaz S, Shield KD, Fischer B, Rehm J. Harms of prescription opioid use in the United States. Subst Abuse Treat Prev Policy. 2014;9:43. https://doi.org/10.1186/1747-597X-9-43.

    Article  PubMed  PubMed Central  Google Scholar 

  76. Fischer B, Jones W, Rehm J. High correlations between levels of consumption and mortality related to strong prescription opioid analgesics in British Columbia and Ontario, 2005–2009. Pharmacoepidemiol Drug Saf. 2013;22(4):438–42. https://doi.org/10.1002/pds.3404.

    Article  PubMed  Google Scholar 

  77. Guy GP, Zhang K, Bohm MK, et al. Vital signs: changes in opioid prescribing in the United States, 2006–2015. Morb Mortal Wkly Rep. 2017;66(26):697–704. https://doi.org/10.15585/mmwr.mm6626a4.

    Article  Google Scholar 

  78. Psaty BM, Merrill JO. Addressing the opioid epidemic — opportunities in the postmarketing setting. N Engl J Med. 2017;376(16):1502–4. https://doi.org/10.1056/NEJMp1614972.

    Article  PubMed  Google Scholar 

  79. Dowell D, Haegerich TM, Chou R. CDC guideline for prescribing opioids for chronic pain - United States, 2016. MMWR Recomm Rep Morb Mortal Wkly Rep Recomm Rep. 2016;65(1):1–49. https://doi.org/10.15585/mmwr.rr6501e1.

    Article  Google Scholar 

  80. Meara E, Horwitz JR, Powell W, et al. State legal restrictions and prescription-opioid use among disabled adults. N Engl J Med. 2016;375(1):44–53. https://doi.org/10.1056/NEJMsa1514387.

    Article  PubMed  PubMed Central  Google Scholar 

  81. Rutkow L, Chang HY, Daubresse M, Webster DW, Stuart EA, Alexander GC. Effect of Florida’s prescription drug monitoring program and pill mill laws on opioid prescribing and use. JAMA Intern Med. 2015;175(10):1642–9. https://doi.org/10.1001/jamainternmed.2015.3931.

    Article  PubMed  Google Scholar 

  82. Reifler LM, Droz D, Bailey JE, et al. Do prescription monitoring programs impact state trends in opioid abuse/misuse? Pain Med. 2012;13(3):434–42. https://doi.org/10.1111/j.1526-4637.2012.01327.x.

    Article  PubMed  Google Scholar 

  83. Gomes T, Juurlink D, Yao Z, et al. Impact of legislation and a prescription monitoring program on the prevalence of potentially inappropriate prescriptions for monitored drugs in Ontario: a time series analysis. CMAJ Open. 2014;2(4):E256–61. https://doi.org/10.9778/cmajo.20140027.

    Article  PubMed  PubMed Central  Google Scholar 

  84. Frank RG, Pollack HA. Addressing the fentanyl threat to public health. N Engl J Med. 2017;376(7):605–7. https://doi.org/10.1056/NEJMp1615145.

    Article  PubMed  Google Scholar 

  85. Bains S, Mukhdomi T. Medicinal cannabis for treatment of chronic pain. In: StatPearls. StatPearls Publishing; 2023. Accessed 23 Jan 2024.http://www.ncbi.nlm.nih.gov/books/NBK574562/.

  86. Scott JR, Williams DA, Harte SE, et al. Relationship between nociplastic pain involvement and medication use, symptom relief, and adverse effects among people using medical cannabis for chronic pain. Clin J Pain. 2024;40(1):1. https://doi.org/10.1097/AJP.0000000000001164.

    Article  PubMed  Google Scholar 

  87. Piper BJ, Beals ML, Abess AT, et al. Chronic pain patients’ perspectives of medical cannabis. Pain. 2017;158(7):1373–9. https://doi.org/10.1097/j.pain.0000000000000899.

    Article  PubMed  PubMed Central  Google Scholar 

  88. Boehnke KF, Litinas E, Clauw DJ. Medical cannabis use is associated with decreased opiate medication use in a retrospective cross-sectional survey of patients with chronic pain. J Pain. 2016;17(6):739–44. https://doi.org/10.1016/j.jpain.2016.03.002.

    Article  PubMed  Google Scholar 

  89. Hsu G, Kovács B. Association between county level cannabis dispensary counts and opioid related mortality rates in the United States: panel data study. The BMJ. 2021;372: m4957. https://doi.org/10.1136/bmj.m4957.

    Article  PubMed  PubMed Central  Google Scholar 

  90. Okusanya BO, Asaolu IO, Ehiri JE, Kimaru LJ, Okechukwu A, Rosales C. Medical cannabis for the reduction of opioid dosage in the treatment of non-cancer chronic pain: a systematic review. Syst Rev. 2020;9:167. https://doi.org/10.1186/s13643-020-01425-3.

    Article  PubMed  PubMed Central  Google Scholar 

  91. Caputi TL, Humphreys K. Medical marijuana users are more likely to use prescription drugs medically and nonmedically. J Addict Med. 2018;12(4):295. https://doi.org/10.1097/ADM.0000000000000405.

    Article  PubMed  Google Scholar 

  92. Campbell G, Hall WD, Peacock A, et al. Effect of cannabis use in people with chronic non-cancer pain prescribed opioids: findings from a 4-year prospective cohort study. Lancet Public Health. 2018;3(7):e341–50. https://doi.org/10.1016/S2468-2667(18)30110-5.

    Article  PubMed  PubMed Central  Google Scholar 

  93. Olfson M, Wall MM, Liu SM, Blanco C. Cannabis use and risk of prescription opioid use disorder in the United States. Am J Psychiatry. 2018;175(1):47–53. https://doi.org/10.1176/appi.ajp.2017.17040413.

    Article  PubMed  Google Scholar 

  94. Gorfinkel LR, Stohl M, Greenstein E, Aharonovich E, Olfson M, Hasin D. Is Cannabis being used as a substitute for non-medical opioids by adults with problem substance use in the United States? A within-person analysis Addict Abingdon Engl. 2021;116(5):1113–21. https://doi.org/10.1111/add.15228.

    Article  Google Scholar 

  95. Berardino K, Carroll AH, Ricotti R, Popovsky D, Civilette MD, Urits I, Viswanath O, Sherman WF, Kaye AD. The ramifications of opioid utilization and outcomes of alternative pain control strategies for total knee arthroplasties. Orthop Rev (Pavia). 2022;14(3):37496. https://doi.org/10.52965/001c.37496.PMID:36045694;PMCID:PMC9425522.

    Article  PubMed  Google Scholar 

  96. Kassem H, Urits I, Kaye AD, Viswanath O. Finding suitable alternatives to opioids for postoperative pain control. Pain Physician. 2020;23(1):E69–E70 Erratum in: Pain Physician. 2020 Mar;23(2):235. PMID: 32013293.

    Article  PubMed  Google Scholar 

  97. Gress K, Charipova K, Jung JW, Kaye AD, Paladini A, Varrassi G, Viswanath O, Urits I. A comprehensive review of partial opioid agonists for the treatment of chronic pain. Best Pract Res Clin Anaesthesiol. 2020;34(3):449–61. https://doi.org/10.1016/j.bpa.2020.06.003. (Epub 2020 Jul 2 PMID: 33004158).

    Article  PubMed  Google Scholar 

  98. Urits I, Patel A, Zusman R, Virgen CG, Mousa M, Berger AA, et al. A comprehensive update of lofexidine for the management of opioid withdrawal symptoms. Psychopharmacol Bull. 2020;50(3):76–96. PMID: 32733113; PMCID: PMC7377538.

  99. Mills SEE, Nicolson KP, Smith BH. Chronic pain: a review of its epidemiology and associated factors in population-based studies. BJA Br J Anaesth. 2019;123(2):e273–83. https://doi.org/10.1016/j.bja.2019.03.023.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

Study concept and design: SVH, MAG, SAM, WDB, AN, KD, AS, PS, SA, SS, ADK. Analysis and interpretation of data: SVH, MAG, SAM, WDB, AN, KD, AS, PS, SA, SS, ADK. Drafting of the manuscript: SVH, MAG, SAM, WDB, AN, KD, AS, PS, SA, SS, ADK.Critical revision of the manuscript for important intellectual content: SVH, MAG, SAM, WDB, AN, KD, AS, PS, SA, SS, ADK.

Corresponding author

Correspondence to Sahar Shekoohi.

Ethics declarations

Conflict of Interest

The authors declare no conflict of interests.

Human and Animal Rights and Informed Consent

This article is based on previous studies and contains no new studies with human participants or animals performed by any authors. 

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hebert, S.V., Green, M.A., Mashaw, S.A. et al. Assessing Risk Factors and Comorbidities in the Treatment of Chronic Pain: A Narrative Review. Curr Pain Headache Rep (2024). https://doi.org/10.1007/s11916-024-01249-z

Download citation

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11916-024-01249-z

Keywords

Navigation