Current pain and headache reports
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Curr Pain Headache Rep · Jan 2025
ReviewA Review of Leveraging Artificial Intelligence to Predict Persistent Postoperative Opioid Use and Opioid Use Disorder and its Ethical Considerations.
Artificial intelligence (AI) offers a new frontier for aiding in the management of both acute and chronic pain, which may potentially transform opioid prescribing practices and addiction prevention strategies. In this review paper, not only do we discuss some of the current literature around predicting various opioid-related outcomes, but we also briefly point out the next steps to improve trustworthiness of these AI models prior to real-time use in clinical workflow. ⋯ Machine learning-based predictive models for identifying risk for persistent postoperative opioid use have been reported for spine surgery, knee arthroplasty, hip arthroplasty, arthroscopic joint surgery, outpatient surgery, and mixed surgical populations. Several machine learning-based models have been described to predict an individual's propensity for opioid use disorder and opioid overdose. Natural language processing and large language model approaches have been described to detect opioid use disorder and persistent postsurgical opioid use from clinical notes. AI holds significant promise in enhancing the management of acute and chronic opioids, which may offer tools to help optimize dosing, predict addiction risks, and personalize pain management strategies. By harnessing the power of AI, healthcare providers can potentially improve patient outcomes, reduce the burden of opioid addiction, and contribute to solving the opioid crisis.
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Curr Pain Headache Rep · Jan 2025
ReviewWeathering the Pain: Ambient Temperature's Role in Chronic Pain Syndromes.
Chronic pain is highly prevalent and involves a complex interaction of sensory, emotional, and cognitive processes, significantly influenced by ambient temperature. Despite advances in pain management, many patients continue to experience inadequate pain relief. This review aims to consolidate and critically evaluate the current evidence on the impact of ambient temperature on chronic pain conditions such as fibromyalgia (FM), multiple sclerosis (MS), complex regional pain syndrome (CRPS), and osteoarthritis (OA). ⋯ Patients with FM often report pain exacerbations due to temperature changes, with studies showing lower thresholds for heat and cold-induced pain compared to healthy controls. In MS, the Uhthoff phenomenon, characterized by temperature-induced neurological deterioration, underscores the significance of ambient temperature in pain management. CRPS patients exhibit heightened pain sensitivity to temperature changes, with both warm and cold stimuli potentially aggravating symptoms. OA patients frequently report increased pain and rigidity associated with lower temperatures and higher humidity. Understanding the mechanisms through which temperature influences pain can enhance pain management strategies. This review highlights the need for further research to elucidate these mechanisms and develop targeted interventions, ultimately improving the quality of life for individuals with chronic pain conditions.
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Curr Pain Headache Rep · Jan 2025
Review Meta AnalysisA Systematic Review and Meta-Analysis of Stem Cell Therapies for Pain in Diabetic Neuropathy, Osteoarthritis, and Spinal Cord Injuries.
The use of stem cell therapy is a rapidly evolving and progressing frontier of science that has been used to treat illnesses such as malignancies, immunodeficiencies, and metabolic syndromes. This review aims to give an overview of the use of stem cell therapy in the treatment of pain caused by diabetic neuropathy, osteoarthritis, and other spinal cord pathologies. ⋯ Pain is defined as a generalized or localized feeling of distress related to a physical or emotional stimulus and can be caused by a multitude of pathologies. The field of pain management has explored many strategies such as gene therapies, neuromodulation, platelet-rich plasma, and numerous pharmacotherapies. The approach to the delivery of these strategies has varied, with the method of stem cell therapy delivery being the focus of this present investigation. In addition, we combined several different studies to analyze the effects of stem cell therapies and improvement in pain scores quantified by the visual analog scale (VAS). The overall results showed a mean difference of -2.58, suggesting that the stem cell treatment group had a lower VAS score at 6 months compared to the control group. The use of different types of stem cells, such as pluripotent and mesenchymal stem cells, play a critical role in the care of cases suffering from pain. Effective delivery methods are evolving and can transform treatment options in the future, for which large cohort studies are warranted.
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Curr Pain Headache Rep · Jan 2025
ReviewExploring the Potential of Psychedelics in the Treatment of Headache Disorders: Clinical Considerations and Exploratory Insights.
Exploration of the potential of serotonergic psychedelic drugs, such as psilocybin and LSD, as potential treatments for headache disorders. This review addresses the need for well-informed physician guidelines and discusses mechanisms, safety, and efficacy of these treatments. Further research, including the consideration of combination with psychotherapy, is needed. ⋯ Psychedelics demonstrate promising outcomes as treatments for headache disorders. Recent findings indicated that some patients who underwent brief periods of treatment with psychedelics experienced a reduction in headache attack frequency, severity, or duration. When prescription medications are ineffective at treating headache disorders, or are habit-forming, patients often turn to alternative options. There is anecdotal evidence that psychedelic drugs like LSD and psilocybin can effectively treat and prevent pain in patients with headache disorders, such as migraine or cluster headache. It is vital that physicians treating patients who self-treat with psychedelics be well-informed about the mechanisms and their effects to best advise their patients and coordinate their care well. This is a review assessing the literature on the mechanisms, safety, and efficacy of psychedelic drugs as a headache management intervention. We believe there is evidence that may support further investigation into the clinical use of psychedelic medications to treat cluster headache and migraine, including the consideration of use in conjunction with other interventions like cognitive behavioral therapy or acceptance and commitment training.
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Curr Pain Headache Rep · Jan 2025
ReviewFunctional Magnetic Resonance Imaging of Post-Traumatic Headache: A Systematic Review.
To evaluate existing functional magnetic resonance imaging (fMRI) studies on post-traumatic headache (PTH) following traumatic brain injury (TBI). ⋯ We conducted a systematic search of PubMed and Embase databases from inception to February 1, 2024. Eligible fMRI studies were required to include adult participants diagnosed with acute or persistent PTH post-TBI in accordance with any edition of the International Classification of Headache Disorders. We identified five eligible fMRI studies: two on acute PTH and three on persistent PTH. These studies assessed resting-state functional connectivity involving comparisons with one or more of the following groups: people with migraine, those with mild TBI but no PTH, and healthy controls. In acute PTH, studies focused exclusively on functional connectivity between the periaqueductal gray or hypothalamus and other brain regions. In persistent PTH, evidence of altered functional connectivity was identified primarily within cingulate, sensorimotor, and visual regions, indicating a hypersensitivity to sensory stimuli in PTH. Despite these insights, the fMRI data remains sparse and is limited by inconsistent results and small samples. The paucity of fMRI studies on PTH limits our understanding of its neurobiological basis. The available evidence suggests that alterations in functional connectivity occur within brain areas involved in emotional and sensory discriminative aspects of pain processing. However, inconsistent results and small sample sizes underscore a critical need for larger, more rigorous fMRI studies. Future studies should also consider using task-based fMRI to investigate possible hypersensitivity to different sensory stimuli in PTH after TBI.