Evidence map›Paper›PMID 32954244›Full record

Observational studyThe Lancet. Digital health2020

Inferring pain experience in infants using quantitative whole-brain functional MRI signatures: a cross-sectional, observational study.

Eugene P Duff, Fiona Moultrie, Marianne van der Vaart, Sezgi Goksan, Alexandra Abos, Sean P Fitzgibbon, Luke Baxter, Tor D Wager, Rebeccah Slater

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in The Lancet. Digital health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
8.2field-weighted citation impact, top 2% of its field
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

16 citing papers in PubMed, 35 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Measuring Pain in Neonates and Young Infants.Indian journal of pediatrics · 2024
    Article
  5. Review
  6. Article
  7. Review
  8. The fetal pain paradox.Frontiers in pain research (Lausanne, Switzerland) · 2023
    Review
  9. Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Observational
  15. Article
  16. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 3 countries.

Eugene P DuffDepartment of Paediatrics, University of Oxford, Oxford, UK.
Fiona MoultrieDepartment of Paediatrics, University of Oxford, Oxford, UK.
Marianne van der VaartDepartment of Paediatrics, University of Oxford, Oxford, UK.
Sezgi GoksanDepartment of Paediatrics, University of Oxford, Oxford, UK.
Alexandra AbosLaboratory of Neuroimaging and Cognition, Medical Psychology Unit, Department of Medicine, University of Barcelona, Barcelona, Spain.
Sean P FitzgibbonWellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
Luke BaxterDepartment of Paediatrics, University of Oxford, Oxford, UK.
Tor D WagerDepartment of Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA.
Rebeccah SlaterDepartment of Paediatrics, University of Oxford, Oxford, UK.
University of Oxford · GBUniversitat de Barcelona · ESUniversity of Colorado Boulder · US

Funding

The Neural Bases of Placebo Effects and their Relation to Regulatory ProcessesR01MH076136 · NIMH · UNIVERSITY OF COLORADO · PI WAGER, TOR D. · 2007 to 2023
$8.5M
fMRI-based Biomarkers for Multiple Components of PainR01DA035484 · NIDA · UNIVERSITY OF COLORADO · PI WAGER, TOR D. · 2013 to 2017
$3.1M
The neural bases of placebo effects and their relation to regulatory processesR37MH076136 · NIMH · DARTMOUTH COLLEGE · PI TOR D. WAGER · 2024 to 2026
$2.4M
NIDA NIH HHS R01 DA035484NIMH NIH HHS R01 MH076136NIMH NIH HHS R37 MH076136Wellcome TrustWellcome Trust 203139/Z/16/Z
6 · The paper itself

Abstract

Background: In the absence of verbal communication, it is challenging to infer an individual's sensory and emotional experience. In communicative adults, functional MRI (fMRI) has been used to develop multivariate brain activity signatures, which reliably capture elements of human pain experience. We aimed to translate whole-brain fMRI signatures that encode pain perception in adults to the newborn infant brain, to advance understanding of functional brain development and pain perception in early life. Methods: In this cross-sectional, observational study, we recruited adults at the University of Oxford (Oxford, UK) and infants on the postnatal wards of John Radcliffe Hospital (Oxford, UK). Healthy full-term infants were eligible for inclusion if they were clinically stable, self-ventilating in air, and had no neurological abnormalities. Infants were consecutively recruited in two cohorts (A and B) due to the installation of a new fMRI scanner using the same recruitment criteria. Adults (aged ≥18 years) were eligible if they were postgraduate students or staff at the University of Oxford. Participants were stimulated with low intensity nociceptive stimuli (64, 128, 256, and 512 mN in adults; 64 and 128 mN in infants) during acquisition of fMRI data. fMRI pain signatures (neurologic pain signature [NPS] and stimulus intensity independent pain signature-1 [SIIPS1]), and four control signatures (the vicarious pain signature, the picture-induced negative emotion signature [PINES], the social rejection signature, and a global signal signature) were applied directly to the adult data and translated to the infant brain. We assessed the concordance of the signatures with the brain responses of adults and infants using cosine similarity scores, and we assessed stimulus intensity encoding of the signature responses using a Spearman rank correlation test. We also assessed brain activity in pro-pain and anti-pain components of the signatures. Findings: Between May 22, 2013, and Jan 29, 2018, we recruited ten healthy participants to the adult cohort (five women and five men; mean age 28·3 years [range 23-36]), 15 infants to infant cohort A (six girls and nine boys; mean postnatal age 4 days [range 1-11]), and 22 infants to infant cohort B (11 girls and 11 boys; mean postnatal age 3 days [range 1-10]). The NPS was activated in both the adults and infants, and reliably encoded stimulus intensity. The NPS was activated in the adult cohort (p<0·0001) and both infant cohorts (p=0·048 for infant cohort A; p=0·001 for infant cohort B). The SIIPS1 was only expressed in adults. Pro-pain brain regions showed similar activation patterns in adults and infants, whereas responses in anti-pain brain regions were divergent. Interpretation: Basic intensity encoding of nociceptive information is similar in adults and infants. However, translation of adult brain signatures to infants indicated substantial differences in infant cerebral processing of nociceptive information, which might reflect their absence of expectation, motivation, and contextualisation associated with pain. This study expands the use of brain activity pain signatures to non-verbal patients and provides a potential research approach to assess the impact of analgesic interventions on brain function in infants. Funding: Wellcome Trust, Supporting the Sick Newborn and their Parents Medical Research Fund.

Indexed as

Magnetic Resonance ImagingPainAdultCross-Sectional StudiesFemaleHumansInfant, NewbornMaleNeuroimagingYoung Adult

Identifiers

PMID32954244
PMCPMC7480713
OpenAlexW3080393811

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.