Evidence map›Paper›PMID 34381929›Full record

ArticleNeurobiology of pain (Cambridge, Mass.)

Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex.

Katherine Sherman, Victoria Woyach, James C Eisenach, Francis A Hopp, Freddy Cao, Quinn H Hogan, Caron Dean

Open access · goldAbstract read
In one paragraph

Article in Neurobiology of pain (Cambridge, Mass.). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.6field-weighted citation impact, top 34% 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

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Review
  2. Probiotic and high-fat diet: effects on pain assessment, body composition, and cytokines in male and female adolescent and adult rats.American journal of physiology. Regulatory, integrative and comparative physiology · 2024
    Article
  3. Fatty acid amide hydrolase activity in the dorsal periaqueductal gray attenuates neuropathic pain and associated dysautonomia.American journal of physiology. Regulatory, integrative and comparative physiology · 2022
    Article
  4. 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

7 authors at 3 institutions in 1 country.

Katherine ShermanResearch Division, Zablocki Veterans Affairs Medical Center, Milwaukee, WI 53295, United States.
Victoria WoyachResearch Division, Zablocki Veterans Affairs Medical Center, Milwaukee, WI 53295, United States.
James C EisenachDepartment of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, United States.
Francis A HoppResearch Division, Zablocki Veterans Affairs Medical Center, Milwaukee, WI 53295, United States.
Freddy CaoCollege of Nursing, University of Wisconsin - Milwaukee, Milwaukee, WI 53222, United States.
Quinn H HoganResearch Division, Zablocki Veterans Affairs Medical Center, Milwaukee, WI 53295, United States.
Caron DeanResearch Division, Zablocki Veterans Affairs Medical Center, Milwaukee, WI 53295, United States.
Milwaukee VA Medical Center · USMedical College of Wisconsin · USWake Forest University · US

Funding

Endogenous cannabinoid signaling in the development of chronic neuropathic painI01RX002747 · VA · CLEMENT J. ZABLOCKI VA MEDICAL CENTER · PI DEAN-BERNHOFT, CARON · 2019 to 2023
–
RRD VA I01 RX002747
6 · The paper itself

Abstract

The genesis of neuropathic pain is complex, as sensory abnormalities may differ between patients with different or similar etiologies, suggesting mechanistic heterogeneity, a concept that is largely unexplored. Yet, data are usually grouped for analysis based on the assumption that they share the same underlying pathogenesis. Sex is a factor that may contribute to differences in pain responses. Neuropathic pain is more prevalent in female patients, but pre-clinical studies that can examine pain development in a controlled environment have typically failed to include female subjects. This study explored patterns of development of hyperalgesia-like behavior (HLB) induced by noxious mechanical stimulation in a neuropathic pain model (spared nerve injury, SNI) in both male and female rats, and autonomic dysfunction that is associated with chronic pain. HLB was analyzed across time, using both discrete mixture modeling and rules-based longitudinal clustering. Both methods identified similar groupings of hyperalgesia trajectories after SNI that were not evident when data were combined into groups by sex only. Within the same hyperalgesia development group, mixed models showed that development of HLB in females was delayed relative to males and reached a magnitude similar to or higher than males. The data also indicate that sympathetic tone (as indicated by heart rate variability) drops below pre-SNI level before or at the onset of development of HLB. This study classifies heterogeneity in individual development of HLB and identifies sexual dimorphism in the time course of development of neuropathic pain after nerve injury. Future studies addressing mechanisms underlying these differences could facilitate appropriate pain treatments.

Indexed as

AutonomicCluster analysisHF, high frequencyHLB, hyperalgesia-like behaviorHRV, heart rate variabilityHyperalgesiaIBI, inter-beat intervalLF, low frequencyMA(1), Moving Average filter with lag-1Neuropathic painSex differenceSNI, spared nerve injury

Identifiers

PMID34381929
PMCPMC8339380
OpenAlexW3192165939

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.