ReviewThe journal of pain2023
Optimizing and Accelerating the Development of Precision Pain Treatments for Chronic Pain: IMMPACT Review and Recommendations.
Review in The journal of pain, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 58 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Future of Pain Management: Can Person-centred and Precision AI-Based Decision Support Enhance Interdisciplinary Rehabilitation for Chronic Pain?
Efficacy of Prolotherapy in Acupoints in Chronic Non-specific Low Back Pain (cLBP) - A Randomized Control Trial
Innovative Neuromodulation Treatments for Chronic Pain: Assessing and Predicting the Effects of Personalized High-Definition Protocols for Transcranial Direct Current Stimulation (HD-tDCS)
Who cites it
58 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Non-pharmacological and non-surgical treatments for low back pain in adults: an overview of Cochrane reviews.The Cochrane database of systematic reviews · 2025Pooled it
- Moving towards the use of artificial intelligence in pain management.European journal of pain (London, England) · 2025Pooled it
- Recommendations for managing adults with chronic non-cancer pain in primary care: A systematic clinical guideline review.Journal of evaluation in clinical practice · 2025Pooled it
- Cost-Effectiveness of a Tailored Pain Self-Management Intervention Compared With Enhanced Usual Care Among People With HIV and Chronic Pain: An Economic Evaluation.Journal of acquired immune deficiency syndromes (1999) · 2025Trial
- Influence of Transcutaneous Electrical Nerve Stimulation (TENS) on Pressure Pain Thresholds and Conditioned Pain Modulation in a Randomized Controlled Trial in Women With Fibromyalgia.The journal of pain · 2024Trial
- A Randomized Controlled Neuroimaging Trial of Cognitive Behavioral Therapy for Fibromyalgia Pain.Arthritis & rheumatology (Hoboken, N.J.) · 2024Trial
- Article
- Archetypal analysis of pain measures in a diverse population-based cohort: Exploring cross-sectional relationships with outcomes.Osteoarthritis and cartilage open · 2026Article
- Community-driven, culturally tailored interventions for MSK pain in Black/African Americans: A scoping review.The journal of pain · 2026Article
- Dopamine transporter gene (Pain reports · 2026Article
- Pathophysiology, assessment, and treatment of pain in patients with pancreatic ductal adenocarcinoma.Journal of gastroenterology · 2026Article
- Personalizing treatment of pancreatitis-associated chronic pain: the need for an integrated omics approach.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2026Review
- Pain-Related Social and Behavioral Changes: a Complex Interplay.Current pain and headache reports · 2026Review
- Cannabinoid Therapy for Refractory Trigeminal Neuropathic Pain: Quantification of Somatosensory Alterations (QualST) by 3D Stereophotogrammetry-Two Case Reports.Case reports in dentistry · 2026Article
- Toward Precision Acupuncture for Pain: Host Genetic Variability, Omics Biomarkers, and Treatment-Response Stratification.Human mutation · 2026Review
- Exploring Pain Phenotyping in Cervicogenic Headache Management.Current pain and headache reports · 2025Review
- A computational genetic- and transcriptomics-based study nominates drug repurposing candidates for the treatment of chronic pain.EBioMedicine · 2025Article
- Pain when it "counts": hurdle analysis of clinical pain ratings improves data model performance.Pain reports · 2025Article
- Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
34 authors.
Funding
Abstract
Large variability in the individual response to even the most-efficacious pain treatments is observed clinically, which has led to calls for a more personalized, tailored approach to treating patients with pain (ie, "precision pain medicine"). Precision pain medicine, currently an aspirational goal, would consist of empirically based algorithms that determine the optimal treatments, or treatment combinations, for specific patients (ie, targeting the right treatment, in the right dose, to the right patient, at the right time). Answering this question of "what works for whom" will certainly improve the clinical care of patients with pain. It may also support the success of novel drug development in pain, making it easier to identify novel treatments that work for certain patients and more accurately identify the magnitude of the treatment effect for those subgroups. Significant preliminary work has been done in this area, and analgesic trials are beginning to utilize precision pain medicine approaches such as stratified allocation on the basis of prespecified patient phenotypes using assessment methodologies such as quantitative sensory testing. Current major challenges within the field include: 1) identifying optimal measurement approaches to assessing patient characteristics that are most robustly and consistently predictive of inter-patient variation in specific analgesic treatment outcomes, 2) designing clinical trials that can identify treatment-by-phenotype interactions, and 3) selecting the most promising therapeutics to be tested in this way. This review surveys the current state of precision pain medicine, with a focus on drug treatments (which have been most-studied in a precision pain medicine context). It further presents a set of evidence-based recommendations for accelerating the application of precision pain methods in chronic pain research. PERSPECTIVE: Given the considerable variability in treatment outcomes for chronic pain, progress in precision pain treatment is critical for the field. An array of phenotypes and mechanisms contribute to chronic pain; this review summarizes current knowledge regarding which treatments are most effective for patients with specific biopsychosocial characteristics.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.