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Record W4415692858 · doi:10.21037/ccts-25-26

Preventing chronic pain after thoracic surgery: a narrative review of analgesic strategies

2025· article· W4415692858 on OpenAlexaff
Véronique Brulotte

Bibliographic record

VenueCurrent Challenges in Thoracic Surgery · 2025
Typearticle
Language
FieldMedicine
TopicAnesthesia and Pain Management
Canadian institutionsHôpital Maisonneuve-RosemontUniversité de Montréal
Fundersnot available
KeywordsAnalgesicChronic painNarrative reviewAcetaminophenRandomized controlled trialIncidence (geometry)PregabalinPerioperativeLocal anesthetic

Abstract

fetched live from OpenAlex

Background and Objective: Despite advances in surgical and anesthetic techniques, chronic pain continues to affect a significant proportion of patients following thoracic surgery. The presence of moderate to severe acute postoperative pain is the strongest predictor of chronic pain after thoracic surgery (CPTS), suggesting that adequate perioperative pain management may reduce its incidence and improve long-term outcome. This narrative review synthesizes the current literature on analgesic interventions aimed at reducing the incidence of CPTS. Methods: We conducted a literature search in PubMed for English-language studies involving adults and published from January 1980 to April 2025. Randomized controlled trials (RCTs) and meta-analyses of RCTs evaluating the impact of regional or pharmacological analgesia on the incidence of CPTS were analyzed. Key Content and Findings: Regional analgesia significantly reduces the incidence of CPTS. For thoracotomy, thoracic epidural analgesia (TEA) or continuous paravertebral blocks (PVBs) is recommended. For video-assisted thoracoscopic surgery (VATS), paravertebral and erector spinae plane blocks (ESPBs) are preferable. Pharmacologic agents such as ketamine, dexmedetomidine, and pregabalin show potential benefit, although the evidence is less robust. Acetaminophen and non-steroidal anti-inflammatory drugs (NSAIDs) should be used routinely unless contraindicated. Conclusions: Effective management of postoperative pain through the use of regional and multimodal analgesia initiated before surgery and continued for several days after the procedure may reduce the incidence of CPTS. Further high-quality studies are needed to establish definitive preventative strategies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.674
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0280.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0020.003
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.084
GPT teacher head0.384
Teacher spread0.300 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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