Evidence map›Paper›PMID 41280069›Full record

ArticlebioRxiv : the preprint server for biology2025

Differential encoding of noxious heat and self-reported pain along corticospinal networks: a simultaneous spinal cord-brain fMRI study.

Dario Pfyffer, Yiyu Wang, Merve Kaptan, Joel Fundaun, Troy C Dildine, Valeria Oliva, Teresa Indriolo, Stefan Skare, Tim Sprenger, Philip K Lee and 5 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Dario PfyfferStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.ORCID 0000-0002-2406-9251
Yiyu WangStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.ORCID 0000-0002-8241-0366
Merve KaptanStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Joel FundaunStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Troy C DildineStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Valeria OlivaStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Teresa IndrioloStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Stefan SkareDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
Tim SprengerMR Applied Science Laboratory Europe, GE Healthcare, Stockholm, Sweden.
Philip K LeeStanford University School of Medicine, Department of Radiology, Stanford, United States.
Minh TruongStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Kenneth A WeberStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Gary H GloverStanford University School of Medicine, Department of Radiology, Stanford, United States.
Christine S W LawStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.
Sean MackeyStanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Palo Alto, United States.

Funding

Interdisciplinary Research Training in Pain and Substance Use DisordersT32DA035165 · NIDA · STANFORD UNIVERSITY · PI SEAN C MACKEY · 2013 to 2026
$7.2M
Characterization of central pain mechanisms using simultaneous spinal cord-brain functional imagingR01NS109450 · NINDS · STANFORD UNIVERSITY · PI GLOVER, GARY H, MACKEY, SEAN C · 2018 to 2022
$2.9M
MRI-Derived Neuromuscular Signatures to Predict Surgical Response in Degenerative Cervical MyelopathyR01NS128478 · NINDS · STANFORD UNIVERSITY · PI Kenneth Arnold Weber · 2023 to 2026
$2.2M
Neuroimaging-Based Brain and Spinal Cord Biomarkers for Cervical RadiculopathyK23NS104211 · NINDS · STANFORD UNIVERSITY · PI WEBER, KENNETH ARNOLD · 2018 to 2022
$875k
Mentoring in Discovery and Validation of Clinical Chronic Pain BiomarkersK24NS126781 · NINDS · STANFORD UNIVERSITY · PI MACKEY, SEAN C · 2021 to 2021
$324k
NIDA NIH HHS T32 DA035165NINDS NIH HHS K23 NS104211NINDS NIH HHS K24 NS126781NINDS NIH HHS L30 NS108301NINDS NIH HHS R01 NS109450NINDS NIH HHS R01 NS128478
6 · The paper itself

Abstract

Chronic pain poses a substantial public health burden. Elucidating how the healthy central nervous system (CNS) differentially encodes objective stimulus intensity and subjective experiences of pain perception may offer key insights into the central mechanisms contributing to chronic pain. Functional MRI (fMRI) combined with controlled noxious stimulation provides a powerful means to explore neural representations of nociception and pain perception. Here, we applied noxious heat at three intensities (46 °C, 47 °C, 48 °C, 8 trials each randomized) to the right forearm of 28 healthy women during simultaneous spinal cord-brain fMRI to investigate how distributed corticospinal activity and connectivity encode stimulus intensity and subjective pain. Activity increased with stimulus temperature across regions involved in pain processing-including somatosensory, motor, prefrontal, insular, and subcortical areas-as well as in the ipsilateral dorsal and ventral spinal cord. Spinal-brain functional connectivity was observed between the right dorsal horn and pain-related brain regions such as primary and secondary somatosensory cortex, insula, anterior cingulate cortex, thalamus, and periaqueductal gray, and was positively associated with individual pain ratings. Using representational similarity analysis (RSA), we found that multivoxel activation patterns in the brain and spinal cord, as well as corticospinal connectivity patterns, reliably tracked stimulus temperature, while only subsets of cortical regions (e.g., insula, sensorimotor, and frontal cortices) encoded subjective pain. Notably, spinal cord representations were primarily organized by stimulus temperature rather than perceived pain intensity. These findings demonstrate that simultaneous spinal cord-brain fMRI combined with multivariate modeling can identify sensory and perceptual components of nociceptive processing across the neuroaxis. Such approaches advance mechanistic understanding of pain and may inform the development of CNS-based biomarkers for chronic pain assessment and intervention.

Indexed as

corticospinal imagingfunctional connectivityintensity encodingnociceptive processingnoxious heatrepresentational similarity analysisself-reported painsimultaneous brain and spinal cord fMRI

Identifiers

PMID41280069
PMCPMC12633297

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.