Evidence map›Paper›PMID 41461929›Full record

ReviewNature neuroscience2026

Recommendations for the inclusion and study of sex and gender in research.

David P Finn, Brian E McGuire, Simon Beggs, Katelynn E Boerner, Karen D Davis, Ruth Defrin, Yves De Koninck, Hemakumar Devan, Ryan Donovan, Eleonora Fetter and 22 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

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

  1. Pooled it
  2. Automated estimation of the logistic curve model of cerebral COJournal of clinical monitoring and computing · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Claims of sex-dependent effects in the behavioral and brain sciences are infrequently supported by valid statistical comparisons.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Schmerz (Berlin, Germany) · 2026
    Article
  8. Adolescent obesity induces sex-specific alterations of action control.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  9. Review
  10. Article
  11. Need-standardised comparisons are required before inferring sex and gender bias in major trauma care.Scandinavian journal of trauma, resuscitation and emergency medicine · 2026
    Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. 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

32 authors.

David P Finn *Pharmacology & Therapeutics, School of Pharmacy and Medical Sciences, College of Medicine, Nursing and Health Science, Institute for Health Discovery and Innovation, Institute for Clinical Trials, University of Galway, Galway, Ireland.
Brian E McGuire *Centre for Pain Research, University of Galway, Galway, Ireland.
Simon BeggsDevelopmental Neurosciences Department, University College London Great Ormond Street Institute of Child Health, London, UK.
Katelynn E BoernerPediatrics, Faculty of Medicine, British Columbia Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.ORCID http://orcid.org/0000-0003-1652-4813
Karen D DavisKrembil Brain Institute, University Health Network, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0003-1879-0090
Ruth DefrinDepartment of Physical Therapy, Tel-Aviv University, Tel-Aviv, Israel.
Yves De KoninckCERVO Brain Research Centre, Quebec City, Quebec, Canada.ORCID http://orcid.org/0000-0002-5779-9330
Hemakumar DevanRehabilitation Teaching and Research Unit (RTRU), Department of Medicine, University of Otago, Wellington, New Zealand.ORCID http://orcid.org/0000-0002-2923-7277
Ryan DonovanCentre for Pain Research, University of Galway, Galway, Ireland.
Eleonora FetterCentre for Pain Research, University of Galway, Galway, Ireland.
Herta FlorCentral Institute of Mental Health, Heidelberg, Germany.ORCID http://orcid.org/0000-0003-4809-5398
Brona M FullenUCD School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0003-4408-2063
Catherine R HealyPharmacology & Therapeutics, School of Pharmacy and Medical Sciences, College of Medicine, Nursing and Health Science, Institute for Health Discovery and Innovation, Institute for Clinical Trials, University of Galway, Galway, Ireland.
Edmund KeoghCentre for Pain Research, University of Bath, Bath, UK.
Rohini KunerInstitute of Pharmacology, University of Heidelberg, Heidelberg, Germany.ORCID http://orcid.org/0000-0002-3333-9129
Miriam KunzMedical Psychology and Sociology, Augsburg University, Augsburg, Germany.
Rebecca M LanePharmacology & Therapeutics, School of Pharmacy and Medical Sciences, College of Medicine, Nursing and Health Science, Institute for Health Discovery and Innovation, Institute for Clinical Trials, University of Galway, Galway, Ireland.ORCID http://orcid.org/0009-0004-9301-6083
Stefan LautenbacherBamberg Living Lab Dementia (BamLiD), University of Bamberg, Bamberg, Germany.
Emeran A MayerUniversity of California, Los Angeles, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0003-3923-3349
Jeffrey S MogilDepartment of Psychology, McGill University, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0003-1359-5720
Siobhain M O'MahonyDepartment of Anatomy and Neuroscience, University College Cork, Cork, Ireland.
Kieran O'SullivanSchool of Allied Health, Health Research Institute, University of Limerick, Limerick, Ireland.
Louise RiordanChronic Pain Ireland, Dublin, Ireland.
Michael W SalterProgram in Neurosciences & Mental Health, The Hospital for Sick Children & University of Toronto Centre for the Study of Pain, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0001-6897-6585
Francesco ScarlattiCentral Institute of Mental Health, Heidelberg, Germany.ORCID http://orcid.org/0000-0002-0092-9595
George ShortenAnaesthesia and Intensive Care Medicine, University College Cork, Cork, Ireland.
Kathleen A SlukaPhysical Therapy and Rehabilitation Science, University of Iowa, Iowa City, IA, USA.
Jennifer N StinsonThe Hospital for Sick Children, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0002-9969-8052
Kevin E VowlesSchool of Psychology, Queens University Belfast, Belfast, UK.
Suellen M WalkerDevelopmental Neurosciences Department, University College London Great Ormond Street Institute of Child Health, London, UK.
Ipek YalcinUPR3212 CNRS, Institute of Cellular and Integrative Neuroscience (INCI), University of Strasbourg, Strasbourg, France.ORCID http://orcid.org/0000-0003-2596-8598
Michelle RocheCentre for Pain Research, University of Galway, Galway, Ireland. michelle.roche@universityofgalway.ie.ORCID http://orcid.org/0000-0002-7242-9397

Funding

Health Research Board (HRB) NG-2022-2
6 · The paper itself

Abstract

Sex and gender are important variables in research, but they are inconsistently explored. The international PAINDIFF Network makes 13 recommendations for studying sex and gender as variables in pain research, which are applicable across the spectrum of biopsychosocial research. Five universal recommendations apply to the majority of research studies: (1) include males and females as standard practice, (2) account for sex in randomization or counterbalancing and testing order, (3) power for sex differences when sex is a primary experimental variable, (4) include detailed reporting of experimental design, and (5) conduct sex-disaggregated analysis and reporting. Three additional recommendations specifically for preclinical studies and five additional recommendations for human and clinical studies are included. Recommendations for stakeholders, such as editors, reviewers, funding bodies and policymakers, have also been developed. Wide adoption and implementation of these recommendations will reduce variability, improve reproducibility and enhance the translatability of research findings within and beyond the field of pain.

Indexed as

Biomedical ResearchResearch DesignSex CharacteristicsAnimalsFemaleHumansMalePainSex Factors

Identifiers

PMID41461929

What OpenQuestion holds

Textmetadata
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.