Evidence map›Paper›PMID 41031896›Full record

Trial reportThe Journal of clinical investigation2025

Circadian rhythmicity and biopsychosocial characteristics influence opioid use in chronic low back pain.

Doriana Taccardi, Amanda M Zacharias, Hailey Gm Gowdy, Mitra Knezic, Marc Parisien, Etienne J Bisson, Zhi Yi Fang, Sara A Stickley, Elizabeth Brown, Daenis Camiré and 9 more

Abstract readClinical Trial
In one paragraph

Trial report in The Journal of clinical investigation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Doriana TaccardiDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Amanda M ZachariasDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Hailey Gm GowdyDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Mitra KnezicDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Marc ParisienFaculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine, Alan Edwards Centre for Research on Pain, McGill University, Montreal, Quebec, Canada.
Etienne J BissonKingston Health Sciences Centre, Kingston, Ontario, Canada.
Zhi Yi FangDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Sara A StickleyDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Elizabeth BrownKingston Health Sciences Centre, Kingston, Ontario, Canada.
Daenis CamiréKingston Health Sciences Centre, Kingston, Ontario, Canada.
Rosemary WilsonKingston Health Sciences Centre, Kingston, Ontario, Canada.
Lesley N SingerChronic Pain Network, McMaster University, Hamilton, Ontario, Canada.
Jennifer Daly-CyrChronic Pain Network, McMaster University, Hamilton, Ontario, Canada.
Manon ChoinièreDepartment of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, Quebec, Canada.
Zihang LuDepartment of Public Health Sciences, Queen's University, Kingston, Ontario, Canada.
M Gabrielle PagéDepartment of Anesthesiology and Pain Medicine, Université de Montréal, Montreal, Quebec, Canada.
Luda DiatchenkoFaculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine, Alan Edwards Centre for Research on Pain, McGill University, Montreal, Quebec, Canada.
Qingling DuanDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
Nader GhasemlouDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUNDInter- and intraindividual fluctuations in pain intensity pose a major challenge to treatment efficacy, with a majority of people perceiving their pain relief as inadequate. Recent preclinical studies have identified circadian rhythmicity as a potential contributor to these fluctuations and a therapeutic target.METHODSWe therefore sought to determine the impact of circadian rhythms in people with chronic low back pain (CLBP) through a detailed characterization, including questionnaires to evaluate biopsychosocial characteristics, ecological momentary assessment (7 day e-diaries at 8:00/14:00/20:00) to observe pain fluctuations, and intraday blood transcriptomics (at 8:00/20:00) to identify genes/pathways of interest.RESULTSWhile most individuals displayed constant or variable/mixed pain phenotypes, a distinct subset had daily fluctuations of increasing pain scores (>30% change in intensity over 12 hours in ≥4/7 days). This population had no opioid users, better biopsychosocial profiles, and differentially expressed transcripts relative to other pain phenotypes. The circadian-governed neutrophil degranulation pathway was particularly enriched among arrhythmic individuals; the link between neutrophil degranulation and opioid use was further confirmed in a separate CLBP cohort.CONCLUSIONOur findings identified pain rhythmicity and the circadian expression of neutrophil degranulation pathways as indicators of CLBP outcomes, which may help provide a personalized approach to phenotyping biopsychosocial characteristics and medication use. This highlights the need to better understand the impact of circadian rhythmicity across chronic pain conditions.FUNDINGThis work was funded by grants from the Canadian Institutes of Health Research (CIHR; grant PJT-190170, to NG and MGP) and the CIHR-Strategy for Patient-Oriented Research Chronic Pain Network (grant SCA-145102, to NG, QD, LD, MGP, and MC). DT was funded by a MS Canada endMS Doctoral Research Award, AMZ by an Ontario Graduate Scholarship, HGMG by a CIHR Doctoral Research Award, MGP by a Junior 2 Research Scholarship from the Fonds de recherche du Québec - Santé, and LD by a Canadian Excellence Research Chairs and Pfizer Canada Professorship in Pain Research.

Indexed as

Analgesics, OpioidChronic PainCircadian RhythmLow Back PainAdultAgedFemaleHumansMaleMiddle AgedTranscriptomeAnalgesics, OpioidBioinformaticsClinical ResearchInflammationNeuroscienceNeutrophilsPain

Identifiers

PMID41031896
PMCPMC12483613

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.