Abstract
Background and aims:
Trauma is one of the most common causes of morbidity and mortality in people of working age. Following surgery, approximately 10% of patients develop persistent postsurgical pain. Chronic pain is a complex phenomenon that can adversely affect quality of life and is associated with psychiatric conditions such as anxiety and depression. Pharmacological treatment is normally insufficient to fully alleviate chronic pain and improve functional capacity, especially in the long term. The appropriateness of opioid treatment in chronic non-cancer pain has become increasingly examined with high numbers of serious side effects including drug dependency and death. The present study was based on clinical observations suggesting that a problematic opioid use can be initiated during trauma care, which implies the importance of evaluating opioid therapy and its effect on trauma patients. Specific attention is given to patients with known psychiatric conditions which may render them more vulnerable to develop problematic opioid use. The aim of this observational study was to broadly characterize patients referred to a pain specialist after severe trauma regarding their trauma type, psychiatric co-morbidity, and opioid prescription pattern. This was done to tentatively investigate possible risk factors for long-term opioid use following trauma.
Methods:
Trauma patients referred to the Pain Center at Karolinska University Hospital, Sweden (n=29) were recruited for the study over a period of 2 years. Demographic information, trauma-related data as well as psychiatric diagnoses and pharmacological prescriptions were retrieved from the registry SweTrau and electronic medical records.
Results:
Among the 29 participants (age range 21–55 years, median=34; 76% male), 14 (48%) were prescribed opioids at least once during the 6-months period preceding the trauma. For 21 patients (72%) opioids were prescribed 6 months after the trauma. One year after the trauma, 18 patients (62%) still had prescriptions for opioids corresponding to daily use or more, and two other patients used opioids intermittently. Twenty patients (69%) had psychiatric diagnoses before the trauma. According to the medical records, 17 patients (59%) received pharmacological treatment for psychiatric conditions in the six months period preceding the trauma. During the follow-up period, psychiatric pharmacological treatment was prescribed for 27 (93%) of the patients.
Conclusion and implications:
For most of the participants opioids were still being prescribed one year after trauma. The majority presented with psychiatric co-morbidity before trauma and were also prescribed psychiatric medication. Findings support the notion that patients with a complex pain situation in the acute phase following trauma are at risk for prolonged opioid prescription. These results, although tentative, point at psychiatric co-morbidity, opioid use before trauma, high injury severity, extensive surgery and extended hospital stay as risk factors for prolonged opioid prescription after severe trauma. This study is purely observational, with a small sample and non-controlled design. However, these data further emphasize the need to identify patients at risk for developing problematic long-term opioid use following trauma and to ensure appropriate pain treatment.
1 Introduction
1.1 Trauma, pain and psychiatric co-morbidity
Trauma is one of the most common causes of morbidity and mortality in people of working age [1]. The prevalence of pain is high among trauma patients in emergency care [2], [3]. Following surgery, approximately 10% of patients develop persistent postsurgical pain [4]. Chronic pain is a complex phenomenon that can adversely affect quality of life and is associated with sleep disorders and other psychiatric conditions such as anxiety and depression [5]. Existing studies vary in reported prevalence rates of psychiatric co-morbidity within the trauma patient population, both before and after trauma. Posttraumatic stress disorder (PTSD) and major depressive disorder are the most frequently reported diagnoses in longitudinal studies aimed at identifying the prevalence of psychiatric co-morbidity following severe injury [6], [7], [8], [9], [10]. Depression and PTSD have been associated with greater symptom severity and lower levels of functioning [11], [12]. Specific phobia [7], anxiety disorder [9], [10] and alcohol abuse [12] are other psychiatric diagnoses recurring in studies following trauma. Although many studies have focused on psychiatric co-morbidity after trauma, psychiatric diagnosis and substance abuse have also been shown to be independent risk factors for suffering a trauma [13].
1.2 Opioid treatment and effects
Pharmacological treatment using analgesics (including opioids) is an important part of the treatment and management of acute pain following trauma. However, for chronic pain, pharmacological treatment is often insufficient to fully alleviate pain and improve functional capacity [5], [14]. Much attention has been given to understanding the side effects of opioid treatment and the appropriateness of opioid treatment in chronic non-cancer pain has been increasingly examined. Existing studies show a high prevalence of serious side effects including drug dependency and death [15], as well as associated financial costs [16]. The association between opioid analgesic prescription and increased risks for adverse outcomes has been shown in epidemiological studies, mainly from the US. One of those studies indicated that the majority of deaths (60%) among people using opioids occur following prescription by health care providers [15]. Clinically, such prescription may occur when acute pain due to tissue damage is treated, where a continuing opioid treatment was not part of the plan at that time.
Observational studies have also shown that opioid treatment for chronic pain is associated with increased health risks, such as overdose, opioid abuse, fractures, sexual dysfunction and myocardial infarction [17]. Iatrogenic opioid dependence may also be a risk factor for less successful long-term occupational work. Opioid dependent patients have been shown to be less likely to return to work and more likely to engage in healthcare utilization from new providers, even after adjusting for relevant demographic factors and psychiatric co-morbidity [18]. Risk factors associated with higher risks of prolonged opioid prescription include lower household income, specific co-morbidities and use of specific drugs preoperatively, such as benzodiazepines [19], as well as drug and alcohol abuse and depression [20].
The present study was based on clinical observations indicating that a problematic opioid use can be initiated during trauma care, suggesting a need to evaluate opioid therapy and its effects on trauma patients. Specific attention is given to patients with known psychiatric conditions which may render them more vulnerable to problematic opioid use.
1.3 Aims
The aim of this observational study was to broadly characterize patients referred to a pain specialist after severe trauma, with a focus on trauma type, psychiatric co-morbidity, and opioid prescription pattern. This was done to tentatively investigate possible risk factors for long-term opioid use following trauma.
2 Methods
2.1 Recruitment of study participants
The care of severe trauma cases in the Stockholm region, Sweden, is the responsibility of Karolinska Trauma Center (KTC) at the Karolinska University Hospital (KUH). The mean number of registered trauma patients per year at KUH in Solna, Stockholm, were 1,406 during the years 2013–2015 [21]. All individuals aged 16 years or older referred to the Karolinska Pain Center (KPC), from April 1, 2013 to May 3, 2015 whilst inpatients following trauma were asked to participate. The patients were referred to the KPC for treatment consultation due to complex pain. All patients (29) who were informed about the study and asked to participate provided informed consent. The 29 trauma patients represent all consecutive patients referred to the KPC during the period.
2.2 Clinical intervention
The pain specialists were employed at the KPC, and provided consultations when physicians at the KTC at KUH referred patients to them. They gave consultations to the physicians in the KTC and met the patient for a follow up visit, but had no further contact with the patient or the treating physician. The consultation consisted of a pain analysis and advice regarding pharmacological and non-pharmacological pain treatment, including advice on the appropriate duration of opioid treatment. Specific advice against continuing opioid treatment for chronic pain was also given. When risk factors associated with adverse outcome of long-lasting opioid therapy were identified, both the physician responsible for the patient on the ward and the patient were explicitly advised that opioids should not be continued beyond the advised time-frame for patients with similar injuries. When signs of inappropriate opioid use indicating the development of opioid dependence or problematic opioid use were identified, such as preference for intravenous administration, requests for opioids to reduce anxiety or rapid dose escalation without any new tissue injury, this was addressed by providing advice on how this should be managed.
2.3 Data collection
The study utilized individual data on the study sample from an existing national database on trauma care, SweTrau [22]. Additional data were collected from the electronic medical records (EMR) TakeCare® on one occasion (July 2016) from the Stockholm Region as the basis for characterizing the participants. Data for the first year after the trauma occasion was retrieved retrospectively. Thus, although the patients were enrolled consecutively, data collection was retrospective.
2.3.1 Data extracted from SweTrau
Data from SweTrau include type of trauma (penetrating/blunt), type of injury, Injury Severity Score (ISS), New Injury Severity Score (NISS), length of Intensive Care Unit (ICU) stay, 30-days post injury mortality as well as International Classification of Diseases (ICD) codes for diagnoses and surgical procedures.
2.3.2 Data extracted from medical records
Data on age, gender, recorded ICD codes linked to the trauma, surgical procedures as well as psychiatric disorder, length of hospital stay, prescriptions of opioids and drugs used in the treatment of psychiatric conditions (Anti-Anxiety, Antidepressive and Antipsychotic Agents, Central Nervous System Stimulants, Hypnotics and Sedatives) were extracted from participants’ EMR. In the presentation of psychiatric diagnosis, defined by ICD codes, patients can have more than one diagnosis. Prescription patterns according to Anatomical Therapeutic Chemical (ATC) classification system group and duration of prescription were noted. The prescription of opioids was categorized as continuous if the amount prescribed was sufficient for daily use and intermittent if lower amounts/longer intervals were indicated. If there was no record of further opioid prescription within three months, or within the time-frame corresponding to daily use based on the amount prescribed, the period of continuous opioid treatment was considered terminated at the date of last prescription. If the opioid prescribed was in a formulation normally used in pain management or exclusively in opiate substitution treatment replacement therapy following opioid abuse, this was also noted.
2.3.3 Data analysis
Descriptive statistics (median, range, interquartile range and percentage) were used to describe patient characteristics as well as trauma (see Table 1), and were computed using RStudio version 1.1.383 [23].
General characteristics of the study sample (n=29).
| Parameter | Study sample |
|---|---|
| Age, years (IQR) | 34 (27–41) |
| Female, n (%) | 7 (24) |
| Male, n (%) | 22 (76) |
| Mechanisms of injury, n (%) | |
| Traffic-related | 12 (41.4) |
| Fall | 11 (38.0) |
| Assault | 3 (10.3) |
| Others | 3 (10.3) |
| Intension of injury, n (%) | |
| Self-inflicted | 6 (20.7) |
| Explosion/fire | 2 (6.9) |
| Firearm | 2 (6.9) |
| Accident | 19 (65.5) |
| Penetrating trauma, n (%) | 2 (6.9) |
| Type of injury, n (%) | |
| Fracture extremity | 15 (51.7) |
| Fracture vertebra, ribs, pelvis | 22 (75.9) |
| CNS injury | 10 (34.5) |
| ISSa (IQR) | 18 (16–34) |
| NISSa (IQR) | 27 (22–38) |
-
aISS=Injury Severity Score; NISS=New Injury Severity Score.
3 Results
3.1 Patient characteristics
The majority of the 29 patients were male (76%), with age ranging between 21 and 55 (median=34) years.
3.2 Trauma and injuries
Types of trauma and injuries are shown in Table 1. Regarding type of trauma, in 11 patients the cause of trauma was classified as ‘high energy fall”, and six of these were considered by the treating physician to be self-inflicted. Most patients (27) underwent surgery during their hospital stay. The median number of surgeries was two, ranging from 0 to 11. The most common type of surgery was orthopedic, which 21 patients underwent. Twenty patients were treated in the ICU, for a median of two days and ranging between 0 and 35 days. The median length of hospital stay was 23 days (range 3–113 days). One patient died by suicide during the follow-up period.
3.3 Opioid prescription patterns
In 48% (n=14) of the patients there were records of opioid prescription at least once during the six months preceding the trauma. In five patients (17%) the indication was something else than pain, and in nine (31%) the opioids were categorized as pain treatment. In four patients the prescription pattern clearly matches the indication of opiate substitution treatment following opioid abuse. This was in all cases secondary to the use of illegal opioids such as heroin, and not secondary to opioid use as part of pain treatment. In one patient the EMR stated ongoing heroin abuse, verified by the patient. For one patient a prescription of tramadol matching daily use was identified. Thus, in total six individuals were identified as having a continuous opioid exposure up to the time of the trauma.
In 25 patients (86%) there was an ongoing prescription of opioids corresponding to at least daily use three months after the trauma. At 6 months this was reduced to 21 patients (72%). One year after the trauma, a total of 18 patients (62%) still had an ongoing prescription for opioids in amounts corresponding to daily use or more, and two more patients were classified as intermittent users. Oxycodone was the most commonly prescribed long-term opioid. Individual data on the duration of continuous opioid prescription following trauma is shown in Fig. 1.

Opioid prescription prior to and following trauma presented as individual data (n=29). Dashed lines represent prescription corresponding to intermittent (less than daily) use during the 6 months before trauma. Continuous lines represent prescription corresponding to at least daily use. Two lines are blank because two participants had no opioid use before trauma and no continuous opioid use after trauma.
3.4 Psychiatric pharmacological treatment
Pharmacological treatment for psychiatric diagnoses were prescribed in 59% (17) of the patients during the 6 months period before trauma, most commonly Anti-Anxiety and Antidepressive agents as well as Hypnotics and Sedatives. During the follow-up period, medication was prescribed for psychiatric diagnoses in 93% (27) of patients, including benzodiazepines (seven patients before trauma, and another six at follow-up).
3.5 Psychiatric co-morbidity
Twenty patients (69%) in the present sample had a psychiatric diagnosis recorded with an ICD code in the EMR before the trauma. In the sample, 13 individuals had a diagnosed affective disorder (depression and/or anxiety), 13 had an addiction disorder, six had a diagnosed neuropsychiatric disorder (ADHD or autism), and one had a diagnosed psychosis. Several of the 29 patients had more than one diagnosis. Psychiatric diagnoses were reported in the EMR in five more patients but without an ICD code, typically because the medical records were outside the Stockholm Region.
4 Discussion
4.1 Main finding
The participants displayed high injury severity, had extensive surgery as well as extended hospital stay. Notably, participants in the present study had higher injury severity (ISS 18, IQR 16-34) in comparison to the total trauma population at KUH (ISS 5, IQR 2-14) [13]. However, for most participants opioids were still prescribed 1 year after trauma. The majority were also prescribed psychiatric medication and had an identified psychiatric co-morbidity in their EMR before trauma. Thus, although tentative, this observational study indicate that long-term opioid prescription may be relatively common among patients with complex trauma and psychiatric co-morbidity.
4.1.1 Problematic long-term prescription
Most participants continued to have opioids prescribed 1 year after trauma, which is a duration longer than what can be considered as the period of tissue injury and initial healing, where opioids may have a well-established place in the treatment of acute pain. Unfortunately, opioid prescription patterns for the total trauma population in Sweden is not known but recent data on long-term opioid prescription after receiving ambulatory care are lower [24] compared to data from the present study. The vast majority of opioid treatments have short duration, but it has been demonstrated that the risk of continued opioid use increases after a relatively short period of continuous exposure [25]. Some studies focusing on prescription patterns and opioid related problems have shown that each refill and week of opioid prescription was the strongest predictor of misuse. This suggests that duration of opioid exposure rather than dosage is more strongly associated with misuse [26].
The mechanisms involved in the transition from acute to chronic pain is not fully understood and opioid consumption may influence in the transition from acute to chronic pain. Chronic opioid exposure is known to produce neuroplasticity changes in animals and one potential consequence of chronic opioid analgesic administration is a paradoxical increase of pain sensitivity over time [27], [28]. Studies on humans add to a growing body of literature showing that opioid exposure may cause structural and functional changes in reward- and affect-processing circuits [29]. Physiological changes possibly related to maintenance of chronic pain and opioid exposure may be disrupted, resetting the nociceptive system [30], [31].
4.1.2 Pre-trauma use of opioids
Almost half of the participants had records of opioid exposure or prescription during the 6 months preceding the trauma. Preoperative continuous use of opioids has been shown to be associated with continued opioid treatment following surgery. A study from the Norwegian HUNT epidemiological program shows that occasional use of opioids, high dosage of benzodiazepines and pharmacological treatment of multiple health problems were associated with increased risk of future long-term opioid treatment [32]. The fact that six participants had a continuous opioid drug exposure prior to trauma is consistent with research showing that substance use is common in trauma patients [33], [34]. These six patients were prescribed opioids after the trauma as well.
4.1.3 Psychiatric co-morbidity
The majority of participants had an identified psychiatric co-morbidity in the EMR and were prescribed psychiatric medication. Notably, the 29 patients in the pain sample presented with higher psychiatric co-morbidity in comparison to the total trauma patient population at KUH [13]. In a study on data collected from KUH, the prevalence of psychiatric co-morbidity was higher among trauma patients (13.4%) than a matched control group from the general population (5.5%). The same study showed that the incidence of substance abuse among trauma patients was 13.9% compared with 2.9% in the general population. Psychiatric diagnosis and substance abuse have also shown to be independent risk factors for trauma [13]. Hence, although tentatively, the study sample may be seen as a risk group for prolonged opioid use.
4.2 Limitations of the study
This is a small observational study conducted to preliminarily investigate possible risk factors for continued problematic opioid use in a selected sample of patients referred to the pain consultant. However, this paper provides support for a larger longitudinal evaluation. This study utilized retrospective data, which implies a possible underestimation of the amount of prescription and psychiatric diagnoses. We only have ICD codes for the psychiatric diagnoses from EMR, in other words not from a standardized clinical interview. We have used the EMR from the Stockholm Region, which implies that we do not know if patients from outside the Stockholm Region received additional health care or diagnoses. The prescription data were retrieved from EMR, which includes all prescription data from 90% of primary care and five out of the six large hospitals in the Stockholm Region. It is not possible to know if all prescriptions were filled at a pharmacy or if these drugs were actually used by the participants. Also, the lack of adequate data on pain intensity and pain related disability prevents investigation of the impact of pain, prescription patterns, and the treatment effect.
5 Conclusions
Participants in the study sample displayed high injury severity with extensive surgery as well as extended hospital stay. For most of the participants opioids were still being prescribed 1 year after trauma, which is beyond the normal period of tissue injury and initial healing. The majority presented with psychiatric co-morbidity before trauma and were also prescribed psychiatric medication. Findings support the notion that patients with a complex pain situation in the acute phase following trauma are at risk for prolonged opioid prescription. These results, although tentative, point at psychiatric co-morbidity, opioid use before trauma, high injury severity, extensive surgery and extended hospital stay as risk factors for prolonged opioid prescription after severe trauma. Future longitudinal studies are needed to further investigate this. This study is purely observational, with a small sample and non-controlled design. However, these data further emphasize the need to identify patients at risk for developing problematic long-term opioid use following trauma and to ensure appropriate pain treatment.
Acknowledgments
We are grateful to the clinicians at Karolinska Pain Center. We are also grateful to colleagues for their invaluable work with the SweTrau trauma registry.
-
Authors’ statements
-
Research funding: Authors state that no financial support was provided for the research.
-
Conflict of interest: Authors state no conflict of interest.
-
Informed consent: Informed consent has been obtained from all individuals included in this study.
-
Ethical approval: The research complies with all the relevant national regulations, institutional policies and was performed in accordance with the tenets of the Helsinki Declaration. The results are analyzed and reported with guaranteed anonymity for participants. The study has been approved by the local Ethics committee, dnr 2016/819-31 and additional approval 2017/2095-39.
References
[1] World Health Organization. Injuries and violence: the facts 2014. Accessed May 14, 2019. Available from: http://www.who.int.Search in Google Scholar
[2] Rivara FP, MacKenzie EJ, Jurkovich GJ, Nathens AB, Wang J, Scharfstein DO. Prevalence of pain in patients 1 year after major trauma. Arch Surg 2008;143:282–7.10.1001/archsurg.2007.61Search in Google Scholar PubMed
[3] Todd KH, Ducharme J, Choiniere M, Crandall CS, Fosnocht DE, Homel P, Tanabe P, PEMI Study Group. Pain in the emergency department: results of the pain and emergency medicine initiative (PEMI) multicenter study. J Pain 2007;8:460–6.10.1016/j.jpain.2006.12.005Search in Google Scholar PubMed
[4] Kehlet H, Jensen TS, Woolf CJ. Persistent postsurgical pain: risk factors and prevention. Lancet 2006;367:1618–25.10.1016/S0140-6736(06)68700-XSearch in Google Scholar PubMed
[5] Breivik H, Collett B, Ventafridda V, Cohen R, Gallacher D. Survey of chronic pain in Europe: prevalence, impact on daily life, and treatment. Eur J Pain 2006;10:287–333.10.1016/j.ejpain.2005.06.009Search in Google Scholar PubMed
[6] O’Donnell ML, Creamer M, Pattison P, Atkin C. Psychiatric morbidity following injury. Am J Psychiatry 2004;161:507–14.10.1176/appi.ajp.161.3.507Search in Google Scholar PubMed
[7] Kühn M, Ehlert U, Rumpf HJ, Backhaus J, Hohagen F, Broocks A. Onset and maintenance of psychiatric disorders after serious accidents. Eur Arch Psychiatry Clin Neurosci 2006;256:497–503.10.1007/s00406-006-0670-6Search in Google Scholar PubMed
[8] Soberg HL, Bautz-Holter E, Roise O, Finset A. Mental health and posttraumatic stress symptoms 2 years after severe multiple trauma: self-reported disability and psychosocial functioning. Arch Phys Med Rehabil 2010;91:481–8.10.1016/j.apmr.2009.11.007Search in Google Scholar PubMed
[9] Schweininger S, Forbes D, Creamer M, McFarlane AC, Silove D, Bryant RA, O’Donnell ML. The temporal relationship between mental health and disability after injury. Depress Anxiety 2015;32:64–71.10.1002/da.22288Search in Google Scholar PubMed
[10] Maes M, Mylle J, Delmeire L, Altamura C. Psychiatric morbidity and comorbidity following accidental man-made traumatic events: incidence and risk factors. Eur Arch Psychiatry Clin Neurosci 2000;250:156–62.10.1007/s004060070034Search in Google Scholar PubMed
[11] Shalev AY, Freedman S, Peri T, Brandes D, Sahar T, Orr SP, Pitman RK. Prospective study of posttraumatic stress disorder and depression following trauma. Am J Psychiatry 1998;155:630–7.10.1176/ajp.155.5.630Search in Google Scholar PubMed
[12] Zatzick DF, Jurkovich GJ, Gentilello L, Wisner D, Rivara FP. Posttraumatic stress, problem drinking, and functional outcomes after injury. Arch Surg 2002;137:200–5.10.1001/archsurg.137.2.200Search in Google Scholar PubMed
[13] Brattström O, Eriksson M, Larsson E, Oldner A. Socio-economic status and co-morbidity as risk factors for trauma. Eur J Epidemiol 2015;30:151–7.10.1007/s10654-014-9969-1Search in Google Scholar PubMed
[14] McCracken LM, Turk DC. Behavioral and cognitive-behavioral treatment for chronic pain: outcome, predictors of outcome, and treatment process. Spine 2002;27:2564–73.10.1097/00007632-200211150-00033Search in Google Scholar PubMed
[15] Manchikanti L, Helm S, Fellows B, Janata JW, Pampati V, Grider JS, Boswell MV. Opioid epidemic in the United States. Pain Physician 2012;15:ES9–38.10.36076/ppj.2012/15/ES9Search in Google Scholar
[16] Florence C, Zhou C, Luo F, Xu L. The economic burden of prescription opioid overdose, abuse, and dependence in the United States, 2013. Med Care 2016;54:901–6.10.1097/MLR.0000000000000625Search in Google Scholar PubMed PubMed Central
[17] Chou R, Turner JA, Devine EB, Hansen RN, Sullivan SD, Blazina I, Dana T, Bougatsos C, Deyo RA. The effectiveness and risks of long-term opioid therapy for chronic pain: a systematic review for a national institutes of health pathways to prevention workshop. Ann Intern Med 2015;162:276–86.10.7326/M14-2559Search in Google Scholar PubMed
[18] Dersh J, Mayer TG, Gatchel RJ, Polatin PB, Theodore BR, MayerEAK. Prescription opioid dependence is associated with poorer outcomes in disabling spinal disorders. Spine 2008;33:2219–27.10.1097/BRS.0b013e31818096d1Search in Google Scholar PubMed
[19] Clarke H, Soneji N, Ko DT, Yun L, Wijeysundera DN. Rates and risk factors for prolonged opioid use after major surgery: population based cohort study. BMJ 2014;348:1–10.10.1136/bmj.g1251Search in Google Scholar PubMed PubMed Central
[20] Sun EC, Darnall BD, Baker LC, Mackey S. Incidence of and risk factors for chronic opioid use among opioid-naive patients in the postoperative period. JAMA Intern Med 2016;176:1286–93.10.1001/jamainternmed.2016.3298Search in Google Scholar PubMed PubMed Central
[21] Svenska Traumaregistret. SweTrau Årsrapport 2015. Available at: http://rcsyd.se/swetrau/dokument.Search in Google Scholar
[22] Svenska Traumaregistret. SweTrau. From: http://rcsyd.se/swetrau.Search in Google Scholar
[23] RStudio Team. RStudio: Integrated Development for R. Boston, MA: RStudio, Inc., 2016. URL http://www.rstudio.com/.Search in Google Scholar
[24] Muller AE, Clausen T, Sjøgren P, Odsbu I, Skurtveit S. Prescribed opioid analgesic use developments in three Nordic countries, 2006–2017. Scand J Pain 2019;19:345–53.10.1515/sjpain-2018-0307Search in Google Scholar PubMed
[25] Deyo RA, Hallvik SE, Hildebran C, Marino M, Dexter E, Irvine JM, O’Kane N, Van Otterloo J, Wright DA, Leichtling G, Millet LM. Association between initial opioid prescribing patterns and subsequent long-term use among opioid-naïve patients: a statewide retrospective cohort study. J Gen Intern Med 2017;32:21–7.10.1007/s11606-016-3810-3Search in Google Scholar PubMed PubMed Central
[26] Brat GA, Agniel D, Beam A, Yorkgitis B, Bicket M, Homer M, Fox KP, Knecht DB, McMahill-Walraven CN, Palmer N, Kohane I. Postsurgical prescriptions for opioid naive patients and association with overdose and misuse: retrospective cohort study. BMJ 2018;360:1–9.10.1136/bmj.j5790Search in Google Scholar PubMed PubMed Central
[27] Célèrier E, Rivat C, Jun Y, Laulin JP, Larcher A, Reynier P, Simonnet G. Long-lasting hyperalgesia induced by fentanyl in rats: preventive effect of ketamine. Anesthesiology 2000;92: 465–72.10.1097/00000542-200002000-00029Search in Google Scholar PubMed
[28] Compton P, Charuvastra VC, Kintaudi K, Ling W. Pain responses in methadone-maintained opioid abusers. J Pain Symptom Manage 2000;20:237–45.10.1016/S0885-3924(00)00191-3Search in Google Scholar
[29] Younger JW, Chu LF, D’Arcy NT, Trott KE, Jastrzab LE, Mackey SC. Prescription opioid analgesics rapidly change the human brain. Pain 2011;152:1803–10.10.1016/j.pain.2011.03.028Search in Google Scholar PubMed PubMed Central
[30] Grace PM, Strand KA, Galer EL, Urban DJ, Wang X, Baratta MV, Fabisiak TJ, Anderson ND, Cheng K, Greene LI, Berkelhammer D, Zhang Y, Ellis AL, Yin HH, Campeau S, Rice KC, Roth BL, Maier SF, Watkins LR. Morphine paradoxically prolongs neuropathic pain in rats by amplifying spinal NLRP3 inflammasome activation. PNAS 2016;113:E3441–50.10.1073/pnas.1602070113Search in Google Scholar PubMed PubMed Central
[31] Grace PM, Maier SF, Watkins LR. Opioid-induced central immune signaling: implications for opioid analgesia. Headache 2015;55:475–89.10.1111/head.12552Search in Google Scholar PubMed PubMed Central
[32] Fredheim OMS, Mahic M, Skurtveit S, Dale O, Romundstad P, Borchgrevink PC. Chronic pain and use of opioids: a population-based pharmacoepidemiological study from the Norwegian Prescription Database and the Nord-Trøndelag Health Study. Pain 2014;155:1213–21.10.1016/j.pain.2014.03.009Search in Google Scholar PubMed
[33] Soderstrom CA, Smith GS, Dischinger PC, McDuff DR, Hebel JR, Gorelick DA, Kerns TJ, Ho SM, Read KM. Psychoactive substance use disorders among seriously injured trauma center patients. JAMA 1997;277:1769–74.10.1001/jama.277.22.1769Search in Google Scholar
[34] Rivara FP, Jurkovich GJ, Gurney JG, Seguin D, Fligner CL, Ries R, Raisys VA, Copass M. The magnitude of acute and chronic alcohol abuse in trauma patients. Arch Surg 1993;128:907–13.10.1001/archsurg.1993.01420200081015Search in Google Scholar PubMed
©2020 Scandinavian Association for the Study of Pain. Published by Walter de Gruyter GmbH, Berlin/Boston. All rights reserved.
Articles in the same Issue
- Frontmatter
- Systematic review
- Are there differences in lifting technique between those with and without low back pain? A systematic review
- Topical reviews
- Pain psychology in the 21st century: lessons learned and moving forward
- Chronic abdominal pain and persistent opioid use after bariatric surgery
- Clinical pain research
- Spinal cord stimulation for the treatment of complex regional pain syndrome leads to improvement of quality of life, reduction of pain and psychological distress: a retrospective case series with 24 months follow up
- The feasibility of gym-based exercise therapy for patients with persistent neck pain
- Intervention with an educational video after a whiplash trauma – a randomised controlled clinical trial
- Reliability of the conditioned pain modulation paradigm across three anatomical sites
- Is rotator cuff related shoulder pain a multidimensional disorder? An exploratory study
- Are degenerative spondylolisthesis and further slippage postoperatively really issues in spinal stenosis surgery?
- Multiprofessional assessment of patients with chronic pain in primary healthcare
- The impact of chronic orofacial pain on health-related quality of life
- Pressure pain thresholds in children before and after surgery: a prospective study
- Observational studies
- An observational study on risk factors for prolonged opioid prescription after severe trauma
- Dizziness and localized pain are often concurrent in patients with balance or psychological disorders
- Pre-consultation biopsychosocial data from patients admitted for management at pain centers in Norway
- Original experimentals
- Local hyperalgesia, normal endogenous modulation with pain report beyond its origin: a pilot study prompting further exploration into plantar fasciopathy
- Pressure pain sensitivity in patients with traumatic first-time and recurrent anterior shoulder dislocation: a cross-sectional analysis
- Cross-cultural adaptation of the Danish version of the Big Five Inventory – a dual-panel approach
- The development of a novel questionnaire assessing alterations in central pain processing in people with and without chronic pain
- Letters to the Editor
- The clinical utility of a multivariate genetic panel for identifying those at risk of developing Opioid Use Disorder while on prescription opioids
- Should we use linked chronic widespread pain and fibromyalgia diagnostic criteria?
- Book review
- Akut och cancerrelaterad smärta – Smärtmedicin Vol. 1
Articles in the same Issue
- Frontmatter
- Systematic review
- Are there differences in lifting technique between those with and without low back pain? A systematic review
- Topical reviews
- Pain psychology in the 21st century: lessons learned and moving forward
- Chronic abdominal pain and persistent opioid use after bariatric surgery
- Clinical pain research
- Spinal cord stimulation for the treatment of complex regional pain syndrome leads to improvement of quality of life, reduction of pain and psychological distress: a retrospective case series with 24 months follow up
- The feasibility of gym-based exercise therapy for patients with persistent neck pain
- Intervention with an educational video after a whiplash trauma – a randomised controlled clinical trial
- Reliability of the conditioned pain modulation paradigm across three anatomical sites
- Is rotator cuff related shoulder pain a multidimensional disorder? An exploratory study
- Are degenerative spondylolisthesis and further slippage postoperatively really issues in spinal stenosis surgery?
- Multiprofessional assessment of patients with chronic pain in primary healthcare
- The impact of chronic orofacial pain on health-related quality of life
- Pressure pain thresholds in children before and after surgery: a prospective study
- Observational studies
- An observational study on risk factors for prolonged opioid prescription after severe trauma
- Dizziness and localized pain are often concurrent in patients with balance or psychological disorders
- Pre-consultation biopsychosocial data from patients admitted for management at pain centers in Norway
- Original experimentals
- Local hyperalgesia, normal endogenous modulation with pain report beyond its origin: a pilot study prompting further exploration into plantar fasciopathy
- Pressure pain sensitivity in patients with traumatic first-time and recurrent anterior shoulder dislocation: a cross-sectional analysis
- Cross-cultural adaptation of the Danish version of the Big Five Inventory – a dual-panel approach
- The development of a novel questionnaire assessing alterations in central pain processing in people with and without chronic pain
- Letters to the Editor
- The clinical utility of a multivariate genetic panel for identifying those at risk of developing Opioid Use Disorder while on prescription opioids
- Should we use linked chronic widespread pain and fibromyalgia diagnostic criteria?
- Book review
- Akut och cancerrelaterad smärta – Smärtmedicin Vol. 1